Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T19:33:06.822584Z
Paper Citation Record · LEDGER
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2607.16947.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
52 of 52 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved52
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a6a3fe1b-436b-4008-8b80-11e41939d3f9 · outbound
This paper cites Videophy: Evaluating physical commonsense for video generation.ICLR, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Videophy: Evaluating physical commonsense for video generation.ICLR, 2025
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.470997Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 087d6028-ce69-4bf7-bf1d-e1f662b0f4e2 · outbound
This paper cites VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.502183Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71184ea0-57c8-477a-a13c-bcbfe7ab3962 · outbound
This paper cites A Note on the Inception Score.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation A Note on the Inception Score
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.605167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edd02ddc-c2b2-4663-87b4-25e00586eeb6 · outbound
This paper cites Curricu- lum learning.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Curricu- lum learning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.667148Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a238d4f-ba5d-4100-83cf-6539782b6a8f · outbound
This paper cites Hierarchical fine-grained preference optimization for physically plausible video generation.NeurIPS, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Hierarchical fine-grained preference optimization for physically plausible video generation.NeurIPS, 2025
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.719052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fda2ce6-4840-46ff-80ad-b5fa2a3d8a07 · outbound
This paper cites Deep reinforcement learning from human preferences.NeurIPS, 2017.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Deep reinforcement learning from human preferences.NeurIPS, 2017
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.781879Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 887b8781-bf4b-4b97-82d6-9b45a1f262db · outbound
This paper cites Understanding world or predicting future? a comprehensive survey of world models.ACM Computing Surveys, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Understanding world or predicting future? a comprehensive survey of world models.ACM Computing Surveys, 2025
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.837295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9871ad53-b8de-4fc1-8411-92e610c07b23 · outbound
This paper cites LTX-Video: Realtime Video Latent Diffusion.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation LTX-Video: Realtime Video Latent Diffusion
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.905908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95015b73-23a5-49aa-9da1-bc1296c846df · outbound
This paper cites Co-teaching: Robust training of deep neural networks with extremely noisy labels.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Co-teaching: Robust training of deep neural networks with extremely noisy labels
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:03.952423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d567dd91-b786-48dc-b649-aa0fb1935cd4 · outbound
This paper cites Enhancing Physical Plausibility in Video Generation by Reasoning the Implausibility.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Enhancing Physical Plausibility in Video Generation by Reasoning the Implausibility
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.023158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8158d4b9-be0e-4c0e-aef9-63ccc13b59e9 · outbound
This paper cites Clipscore: A reference-free evaluation metric for image captioning.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Clipscore: A reference-free evaluation metric for image captioning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.076136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e05dc66-9fa9-4401-a48c-0b677fecd963 · outbound
This paper cites Lora: Low-rank adaptation of large language models.ICLR, 2022.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Lora: Low-rank adaptation of large language models.ICLR, 2022
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.150711Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f900c9b-332d-43c3-8b0d-3508cb32beae · outbound
This paper cites Vistadpo: Video hierarchical spatial-temporal direct preference optimization for large video models.ICML, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Vistadpo: Video hierarchical spatial-temporal direct preference optimization for large video models.ICML, 2025
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.203949Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5320cdd-73f7-4f7d-aebd-51616e968083 · outbound
This paper cites Vbench: Comprehensive benchmark suite for video generative models.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Vbench: Comprehensive benchmark suite for video generative models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.254901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b247ab9-0498-4b4d-a3a3-7a0971cdf8df · outbound
This paper cites Physmas- ter: Mastering physical representation for video generation via reinforcement learning.arXiv preprint arXiv:2510.13809, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Physmas- ter: Mastering physical representation for video generation via reinforcement learning.arXiv preprint arXiv:2510.13809, 2025
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.306812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1242d1d-aad2-49d6-bc33-af5269cbdd60 · outbound
This paper cites HuViDPO:Enhancing Video Generation through Direct Preference Optimization for Human-Centric Alignment.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation HuViDPO:Enhancing Video Generation through Direct Preference Optimization for Human-Centric Alignment
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.356173Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a0372bd-fc77-4664-bfff-66054f3c706c · outbound
This paper cites How far is video generation from world model: A physical law perspective.ICML, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation How far is video generation from world model: A physical law perspective.ICML, 2025
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.405951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6773beee-a219-4286-b493-11ed4e38bd8d · outbound
This paper cites Musiq: Multi-scale image quality transformer.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Musiq: Multi-scale image quality transformer
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.473609Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebabb428-24b8-4dd2-9c60-190dd4e7069a · outbound
This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.553310Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf4e3443-4391-4c56-88da-44e702ee31dd · outbound
This paper cites What about gravity in video generation? post-training newton’s laws with verifiable rewards.arXiv preprint arXiv:2512.00425, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation What about gravity in video generation? post-training newton’s laws with verifiable rewards.arXiv preprint arXiv:2512.00425, 2025
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.628070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8d3f609-32ef-4574-b824-891e9147078f · outbound
This paper cites Videodpo: Omni-preference alignment for video diffusion generation.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Videodpo: Omni-preference alignment for video diffusion generation
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.730904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c4b76e3-e405-4e19-a9b4-4d48688ca2a5 · outbound
This paper cites Physgen: Rigid-body physics-grounded image-to-video generation.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Physgen: Rigid-body physics-grounded image-to-video generation
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.809123Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a62b74b1-2aee-4071-882d-6fb82191a20b · outbound
This paper cites Evalcrafter: Benchmarking and evaluating large video generation models.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Evalcrafter: Benchmarking and evaluating large video generation models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.890848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea3bf93e-939d-4aea-8145-326054c90500 · outbound
This paper cites Decoupled weight decay regularization.ICLR, 2019.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Decoupled weight decay regularization.ICLR, 2019
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.942221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc9f32b-4f2b-4a59-8690-85a7c285c599 · outbound
This paper cites Contextanyone: Context-aware diffusion for character-consistent text-to-video generation.arXiv preprint arXiv:2512.07328, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Contextanyone: Context-aware diffusion for character-consistent text-to-video generation.arXiv preprint arXiv:2512.07328, 2025
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:04.999366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fc6f76b-4a0b-4b80-b235-5728e2041b1f · outbound
This paper cites Towards world simulator: Crafting physical commonsense-based benchmark for video generation.ICML, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Towards world simulator: Crafting physical commonsense-based benchmark for video generation.ICML, 2025
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.094341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0be5d56-1ad8-4e9f-920a-4dd982c307a1 · outbound
This paper cites Grounding creativity in physics: A brief survey of physical priors in aigc.IJCAI, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Grounding creativity in physics: A brief survey of physical priors in aigc.IJCAI, 2025
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.144544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 061a6a70-fa80-4978-a645-3b23ca5a9683 · outbound
This paper cites Phymagic: Physical motion-aware gener- ative inference with confidence-guided llm.ECCV, 2026.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Phymagic: Physical motion-aware gener- ative inference with confidence-guided llm.ECCV, 2026
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.207245Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f5ed4ad-7f61-41f2-aa0d-4671c3480759 · outbound
This paper cites Video generation models as world simulators.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Video generation models as world simulators
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.259934Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9a444ed-ca7e-4b2e-ae46-f04c795ef3b3 · outbound
This paper cites RDPO: Real Data Preference Optimization for Physics Consistency Video Generation.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation RDPO: Real Data Preference Optimization for Physics Consistency Video Generation
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.318987Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e1f85aa-73b6-4f3c-8b9b-ba87f4bd5895 · outbound
This paper cites Learning transferable visual models from natural language supervision.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Learning transferable visual models from natural language supervision
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.419885Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f814d13d-cdfb-4804-8fc9-9e00e61ff88e · outbound
This paper cites Direct preference optimization: Your language model is secretly a reward model.NeurIPS, 2023.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Direct preference optimization: Your language model is secretly a reward model.NeurIPS, 2023
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.500052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdcf78fb-8165-486d-a569-20becef05731 · outbound
This paper cites Learning to reweight examples for robust deep learning.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Learning to reweight examples for robust deep learning
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.577629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04d83f26-fb5c-4d79-8d4f-f91aaca7a98c · outbound
This paper cites Physmotion: Physics-grounded dynamics from a single image.3DV, 2026.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Physmotion: Physics-grounded dynamics from a single image.3DV, 2026
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.604747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34bcc05b-1983-41c0-9d9c-6510023a03ac · outbound
This paper cites Raft: Recurrent all-pairs field transforms for optical flow.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Raft: Recurrent all-pairs field transforms for optical flow
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.684476Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fdf0ac8-a47a-47e0-a89c-bf26150a0fe8 · outbound
This paper cites Fvd: A new metric for video generation.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Fvd: A new metric for video generation
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.729484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a41ef478-eb4d-44c5-9952-46e5f79a4a49 · outbound
This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Wan: Open and Advanced Large-Scale Video Generative Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.808898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49383ea5-b189-426b-9a5c-f27972665d5c · outbound
This paper cites Wisa: World simulator assistant for physics-aware text-to-video generation.NeurIPS, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Wisa: World simulator assistant for physics-aware text-to-video generation.NeurIPS, 2025
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.873349Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7391740c-f3f7-4143-94b0-1eb483431fba · outbound
This paper cites Physcorr: Dual-reward dpo for physics- constrained text-to-video generation with automated preference selection.arXiv preprint arXiv:2511.03997, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Physcorr: Dual-reward dpo for physics- constrained text-to-video generation with automated preference selection.arXiv preprint arXiv:2511.03997, 2025
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.930580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ea3549c-c12a-41ff-9994-48fc6a364bf1 · outbound
This paper cites A survey on curriculum learning.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation A survey on curriculum learning
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:05.979839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 764d9002-ea7b-4914-a0f7-7f88090c6ee6 · outbound
This paper cites Internvid: A large-scale video-text dataset for multimodal understanding and generation.ICLR, 2024.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Internvid: A large-scale video-text dataset for multimodal understanding and generation.ICLR, 2024
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.055870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91402689-1297-49cb-a95f-3cdb3840b63c · outbound
This paper cites Densedpo: Fine-grained temporal preference optimization for video diffusion models.NeurIPS, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Densedpo: Fine-grained temporal preference optimization for video diffusion models.NeurIPS, 2025
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.139938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88d04606-c22b-4eb3-9497-4d47ef09d980 · outbound
This paper cites Physgaussian: Physics-integrated 3d gaussians for generative dynamics.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Physgaussian: Physics-integrated 3d gaussians for generative dynamics
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.192730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d5cf34c-82be-4361-a2cc-3dc6465d72a3 · outbound
This paper cites VideoCLIP: Contrastive pre-training for zero-shot video-text understanding.EMNLP, 2021.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation VideoCLIP: Contrastive pre-training for zero-shot video-text understanding.EMNLP, 2021
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.267776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6510dc96-b8ac-44ee-8886-146cf0835a7d · outbound
This paper cites Phyt2v: Llm-guided iterative self-refinement for physics-grounded text-to-video generation.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Phyt2v: Llm-guided iterative self-refinement for physics-grounded text-to-video generation
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.320683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc196208-346e-4b50-9750-ffa52975afdf · outbound
This paper cites Qwen3 Technical Report.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Qwen3 Technical Report
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.400190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f778a3f9-1b68-44d6-bd41-01521821c64b · outbound
This paper cites Depth anything: Unleashing the power of large-scale unlabeled data.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Depth anything: Unleashing the power of large-scale unlabeled data
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.476026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a910ce3-9d10-47ea-bfb0-1e119d1c9a85 · outbound
This paper cites Cogvideox: Text-to-video diffusion models with an expert transformer.ICLR, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Cogvideox: Text-to-video diffusion models with an expert transformer.ICLR, 2025
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.530030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97c3abd9-e377-4d8b-9f45-b991ee433ea2 · outbound
This paper cites Inference-time physics alignment of video gener- ative models with latent world models.arXiv preprint arXiv:2601.10553, 2026.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Inference-time physics alignment of video gener- ative models with latent world models.arXiv preprint arXiv:2601.10553, 2026
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.601813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9aaa0483-d2a5-49e9-bdee-d9e04380b29d · outbound
This paper cites Think before you diffuse: Llms-guided physics-aware video generation.arXiv preprint arXiv:2505.21653, 2025.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Think before you diffuse: Llms-guided physics-aware video generation.arXiv preprint arXiv:2505.21653, 2025
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.688570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97eadecb-6603-4cb3-aeef-ee588ca478a1 · outbound
This paper cites Physrvg: Physics- aware unified reinforcement learning for video generative models.arXiv preprint arXiv:2601.11087, 2026.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Physrvg: Physics- aware unified reinforcement learning for video generative models.arXiv preprint arXiv:2601.11087, 2026
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.757158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed83d256-f265-4afb-a24f-de02bf6bf18e · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.NeurIPS, 2023.
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation Judging llm-as-a-judge with mt-bench and chatbot arena.NeurIPS, 2023
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T19:33:06.822584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.