Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing | Paper Citation Record

Observation 008dec77-e7b2-4367-9478-e30572c5cfa5 · outbound

This paper cites Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text.Advances in neural information processing systems, 34:24206–24221, 2021.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text.Advances in neural information processing systems, 34:24206–24221, 2021

Reference 1

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Observation 9d34c8a6-e3ff-4cbe-bac4-4972d748783d · outbound

This paper cites Ev-segnet: Semantic segmentation for event-based cameras.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Ev-segnet: Semantic segmentation for event-based cameras

Reference 2

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Observation 1786f893-db49-4cb9-8032-4c299f60a4a6 · outbound

This paper cites Multimae: Multi-modal multi-task masked autoen- coders.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Multimae: Multi-modal multi-task masked autoen- coders

Reference 3

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Observation 9061f801-3543-4058-9f94-a32115e1bad1 · outbound

This paper cites Re-coding for uncertainties: Edge-awareness semantic concordance for re- silient event-rgb segmentation.Advances in Neural Informa- tion Processing Systems, 38:101270–101298, 2026.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Re-coding for uncertainties: Edge-awareness semantic concordance for re- silient event-rgb segmentation.Advances in Neural Informa- tion Processing Systems, 38:101270–101298, 2026

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Observation 111d4818-c38f-4d0b-be99-5b1d3f74cc38 · outbound

This paper cites Event-based visual flow.IEEE transactions on neural networks and learning systems, 25(2): 407–417, 2013.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Event-based visual flow.IEEE transactions on neural networks and learning systems, 25(2): 407–417, 2013

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Observation 6b903bc2-1a3d-4eb6-8a52-4eae1d801645 · outbound

This paper cites Hrfuser: A multi-resolution sensor fusion archi- tecture for 2d object detection.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Hrfuser: A multi-resolution sensor fusion archi- tecture for 2d object detection

Reference 6

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Observation 03e40318-f12a-4578-91da-2f101b083ffb · outbound

This paper cites Accurate event camera calibration with fourier trans- form.IEEE Transactions on Instrumentation and Measure- ment, 73:1–12, 2024.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Accurate event camera calibration with fourier trans- form.IEEE Transactions on Instrumentation and Measure- ment, 73:1–12, 2024

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Observation 5dabef9c-a0e1-4d56-93ca-bd3507c0a72a · outbound

This paper cites Evrwkv: A continuous interactive rwkv frame- work for effective event-guided low-light image enhance- ment.IEEE Transactions on Circuits and Systems for Video Technology, 2026.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Evrwkv: A continuous interactive rwkv frame- work for effective event-guided low-light image enhance- ment.IEEE Transactions on Circuits and Systems for Video Technology, 2026

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Observation 79a9e92b-f543-4764-bbb7-3412bb3954eb · outbound

This paper cites Explore and exploit the diverse knowledge in model zoo for domain generalization.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Explore and exploit the diverse knowledge in model zoo for domain generalization

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Observation 24b2dcf4-e116-49c0-ba4f-b46ae738883b · outbound

This paper cites Rethinking coarse-to-fine approach in sin- gle image deblurring.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Rethinking coarse-to-fine approach in sin- gle image deblurring

Reference 10

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Observation 4a4b75b5-b487-4897-9a67-aa1fa94d035a · outbound

This paper cites Halsie: Hybrid ap- proach to learning segmentation by simultaneously exploit- ing image and event modalities.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Halsie: Hybrid ap- proach to learning segmentation by simultaneously exploit- ing image and event modalities

Reference 11

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Observation 480e2b72-3b36-40f4-bdc3-e9b5b7963d24 · outbound

This paper cites Superpoint: Self-supervised interest point detection and description.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Superpoint: Self-supervised interest point detection and description

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Observation 28569d2d-ac88-4d7f-8aa1-2dd8b3ee3471 · outbound

This paper cites Event-based vision: A survey.IEEE transactions on pattern analysis and machine intelligence, 44(1):154–180, 2020.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Event-based vision: A survey.IEEE transactions on pattern analysis and machine intelligence, 44(1):154–180, 2020

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Observation 6ac07b64-a87a-4a86-8a67-41d4d5694f3e · outbound

This paper cites Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras

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Observation db356f19-6e3a-4ff9-8ec3-b870e800d4ba · outbound

This paper cites Dsec: A stereo event camera dataset for driv- ing scenarios.IEEE Robotics and Automation Letters, 6(3): 4947–4954, 2021.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Dsec: A stereo event camera dataset for driv- ing scenarios.IEEE Robotics and Automation Letters, 6(3): 4947–4954, 2021

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Observation 7f0009b6-4876-4b36-b0a1-76f38a4a980a · outbound

This paper cites Omnivore: A single model for many visual modalities.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Omnivore: A single model for many visual modalities

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Observation 3f5a59a0-2731-4675-af51-74dc598bb3fa · outbound

This paper cites Mambaseg: Harness- ing mamba for accurate and efficient image-event semantic segmentation.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Mambaseg: Harness- ing mamba for accurate and efficient image-event semantic segmentation

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Observation cd74b57e-5323-4863-8d50-ffe70d2a237e · outbound

This paper cites Zero-reference deep curve estimation for low-light image enhancement.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Zero-reference deep curve estimation for low-light image enhancement

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This paper cites Segnext: Rethink- ing convolutional attention design for semantic segmenta- tion.Advances in neural information processing systems, 35: 1140–1156, 2022.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Segnext: Rethink- ing convolutional attention design for semantic segmenta- tion.Advances in neural information processing systems, 35: 1140–1156, 2022

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Unresolved cited work

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Observation 02dbf429-5fb5-4bda-add1-765905adf66b · outbound

This paper cites Mfnet: Towards real-time se- mantic segmentation for autonomous vehicles with multi- spectral scenes.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Mfnet: Towards real-time se- mantic segmentation for autonomous vehicles with multi- spectral scenes

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Observation 0f11dadc-ce08-4bb4-a1f2-8ef2ce3b793a · outbound

This paper cites Learning to Deblur and Generate High Frame Rate Video with an Event Camera.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Learning to Deblur and Generate High Frame Rate Video with an Event Camera

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Observation 2066fe50-3937-4e4a-b811-fdbd31971b33 · outbound

This paper cites GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer

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This paper cites Event-based semantic segmentation with posterior attention.IEEE Transactions on Image Processing, 32:1829–1842, 2023.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Event-based semantic segmentation with posterior attention.IEEE Transactions on Image Processing, 32:1829–1842, 2023

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Observation 6d4ce491-5fe8-46ce-9ec5-0e288dc5a18f · outbound

This paper cites N-imagenet: Towards robust, fine-grained object recognition with event cameras.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing N-imagenet: Towards robust, fine-grained object recognition with event cameras

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This paper cites Stitchfusion: Weaving any visual modalities to enhance multimodal semantic segmentation.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Stitchfusion: Weaving any visual modalities to enhance multimodal semantic segmentation

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This paper cites Efficient event-based se- mantic segmentation via exploiting frame-event fusion: A hybrid neural network approach.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Efficient event-based se- mantic segmentation via exploiting frame-event fusion: A hybrid neural network approach

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Observation 4bb5b88e-c003-41c4-91c5-03b79aed4c17 · outbound

This paper cites Adaptive com- plex wavelet informed transformer operator.IEEE Transac- tions on Multimedia, 2025.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Adaptive com- plex wavelet informed transformer operator.IEEE Transac- tions on Multimedia, 2025

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Observation f979163f-79c9-4761-9e36-156cd14c3752 · outbound

This paper cites Towards robust event-guided low-light image en- hancement: a large-scale real-world event-image dataset and novel approach.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Towards robust event-guided low-light image en- hancement: a large-scale real-world event-image dataset and novel approach

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This paper cites Kitti-360: A novel dataset and benchmarks for urban scene understanding in 2d and 3d.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(3):3292–3310, 2022.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Kitti-360: A novel dataset and benchmarks for urban scene understanding in 2d and 3d.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(3):3292–3310, 2022

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Lightglue: Local feature matching at light speed

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Swin transformer: Hierarchical vision transformer using shifted windows

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Unresolved cited work

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This paper cites Sltnet: Effi- 12 cient event-based semantic segmentation with spike-driven lightweight transformer-based networks.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Sltnet: Effi- 12 cient event-based semantic segmentation with spike-driven lightweight transformer-based networks

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Data-driven feature tracking for event cameras

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Resilient sensor fusion under adverse sensor failures via multi-modal expert fusion

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Learning transferable visual models from natural language supervi- sion

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Acdc: The adverse conditions dataset with correspondences for semantic driving scene understanding

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Reducing the sim-to-real gap for event cameras

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Ess: Learning event-based semantic seg- mentation from still images

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Raft: Recurrent all-pairs field transforms for optical flow

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Time lens: Event-based video frame interpolation

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Event-based high dynamic range image and very high frame rate video generation using conditional generative adversarial networks

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Multimodal token fusion for vision transformers

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Generalized differentiable ransac

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Event- based video reconstruction using transformer

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This paper cites Eisnet: A multi-modal fusion network for semantic seg- mentation with events and images.IEEE Transactions on Multimedia, 26:8639–8650, 2024.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Eisnet: A multi-modal fusion network for semantic seg- mentation with events and images.IEEE Transactions on Multimedia, 26:8639–8650, 2024

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Cross-modal learn- ing for event-based semantic segmentation via attention soft alignment.IEEE Robotics and Automation Letters, 9(3): 2359–2366, 2024

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This paper cites Segformer: Simple and efficient design for semantic segmentation with transform- ers.Advances in neural information processing systems, 34: 12077–12090, 2021.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Segformer: Simple and efficient design for semantic segmentation with transform- ers.Advances in neural information processing systems, 34: 12077–12090, 2021

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Fda: Fourier domain adaptation for semantic segmentation

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This paper cites Sam-event-adapter: Adapting segment anything model for event-rgb semantic segmentation.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Sam-event-adapter: Adapting segment anything model for event-rgb semantic segmentation

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Dformer: Rethinking rgbd representation learning for semantic segmentation

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Dformerv2: Geometry self-attention for rgbd semantic segmentation

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Observation d2ba14d0-6492-4950-95c4-dd5244f56a67 · outbound

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Observation 968bd990-e8ee-428d-bc32-e6fdc48d8a48 · outbound

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Multi-stage progressive image restoration

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Observation 96dac8d2-6c2a-49a0-96bc-9b191fac998e · outbound

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Restormer: Efficient transformer for high-resolution image restoration

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Observation 7d34c64b-d983-4043-af5b-c63f431232ae · outbound

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Observation cabd6692-fe20-46ab-9ea1-acfedec0e6ad · outbound

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Delivering arbitrary-modal semantic segmentation

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This paper cites an unresolved cited work.

Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Unresolved cited work

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Observation c97265bb-5133-4133-905a-b915abb502d2 · outbound

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Observation b26dfde3-73f1-44f6-897f-2817b22727e8 · outbound

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing Event-based stereo visual odometry.IEEE Transactions on Robotics, 37 (5):1433–1450, 2021

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Observation d9bc3584-0b53-462f-ab87-4c65c12bd4de · outbound

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Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing De- formable convnets v2: More deformable, better results

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