Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:30.615877Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 100 of 124 outbound references and 0 inbound Pith citation observations for arXiv:2505.12327.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:30.615877Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
100 of 124 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8f6f2338-b221-4394-af4d-947d5dad276b · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Vectornet: Encoding hd maps and agent dynamics from vectorized representation,
Reference 1
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Observation 14baba8a-3139-4111-9110-2051caa2c50d · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Tra- jectron++: Dynamically-feasible trajectory forecasting with hetero- geneous data,
Reference 2
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Observation 3c51d20f-627a-4a7c-bca3-c2e96f79d13e · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Motion transformer with global intention localization and local movement refinement,
Reference 3
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Observation 9a6231c2-d466-4799-9f48-644a291567c9 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Motiondiffuser: Controllable multi-agent motion prediction using diffusion,
Reference 4
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Observation 17a38521-c9ae-4b86-92d5-ccca302fc710 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Scene Transformer: A unified architecture for predicting multiple agent trajectories
Reference 5
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Observation 2a4f2c8d-abd7-4f88-a917-cde3c49057e1 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Home: Heatmap output for future motion estimation,
Reference 6
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Observation 0feece51-35ed-4687-b57e-d3e89113ab36 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Gorela: Go relative for viewpoint-invariant motion forecasting,
Reference 7
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Observation e559ca44-78d8-4c30-a131-04c535076443 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions End-to-end interpretable neural motion planner,
Reference 8
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Observation 5c731c8b-d5d8-4598-9c29-113b8ecc65f3 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Perceive, predict, and plan: Safe motion planning through interpretable semantic representations,
Reference 9
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Observation 47d076aa-7a34-469c-a424-ffcb9c9c9e69 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Mp3: A unified model to map, perceive, predict and plan,
Reference 10
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Observation dca6e80e-dc56-4bd4-8862-989a24ec4b9c · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Rap: Risk-aware prediction for robust planning,
Reference 11
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Observation 87a9c73b-b735-4af4-a055-c859e5a9a1b0 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Learning to collide: An adaptive safety-critical scenarios generating method,
Reference 12
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Observation 46ea16b8-b6b9-463b-b3bf-2dd2f717780b · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Adaptive stress testing with reward augmentation for autonomous vehicle validatio,
Reference 13
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Observation 052d93bf-26bf-4e09-b2ef-016c186e843d · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Constrained policy optimization,
Reference 14
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Observation 1b32eaef-ee30-4813-be4b-aa49b11af178 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Reward Constrained Policy Optimization
Reference 15
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Observation 0286a409-7a0f-435c-a5b0-9214d57ba807 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions A Review of Safe Reinforcement Learning: Methods, Theory and Applications
Reference 16
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Observation 01da14bb-9787-4381-a497-97e1fa176ad1 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Recovery rl: Safe reinforcement learning with learned recovery zones,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 83b36a43-b023-479a-b476-fcd426d304c5 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions CIMRL: Combining IMitation and Reinforcement Learning for Safe Autonomous Driving
Reference 18
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Observation 6dafe9f5-85fa-43b6-bb08-b8b98ecfd2af · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Safe imitation learning via fast bayesian reward inference from preferences,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 969ea8b0-3b33-4731-9c5b-a1b770bee1ba · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy
Reference 20
Source-reported events for the cited work
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Observation b5830caf-e567-487a-97a9-f64c9baadbef · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions King: Generating safety-critical driving scenarios for robust imita- tion via kinematics gradients,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 5345703c-190f-4e34-a3ef-d4c0e1f30707 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Advsim: Generating safety-critical scenarios for self-driving vehicles,
Reference 22
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Unavailable: canonical work link unavailable.
Observation d17b1007-219b-49f9-9a3c-fdf3db3ccfcd · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions A Bayesian approach to breaking things: efficiently predicting and repairing failure modes via sampling
Reference 23
Source-reported events for the cited work
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Observation 0d4fde6d-c796-4424-bd4b-82187faf34bd · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Rocus: Robot controller understanding via sampling,
Reference 24
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Unavailable: canonical work link unavailable.
Observation 99df9a4d-a194-430d-a6c7-6460409b2c4e · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Game-theoretic planning for risk-aware interactive agents,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 768ef2d6-2e9b-4bb4-96a2-1f837fad9f9f · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Marc: Multipolicy and risk- aware contingency planning for autonomous driving,
Reference 26
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Observation 2b8e2c90-433e-4ff1-947c-620177fc55a7 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Risk-sensitive linear/quadratic/gaussian control,
Reference 27
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Observation febccc80-53e1-4b6b-a4c6-20c76af8b71b · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Unresolved cited work
Reference 28
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Observation fea33838-08b9-4d6c-978f-46a1fbe077a5 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Contingency planning over probabilistic obstacle predictions for autonomous road vehicles,
Reference 29
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Observation 525d5f9e-5d47-4889-93f9-8e3fd64dc72b · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions A non- conservatively defensive strategy for urban autonomous driving,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 43080da1-c40a-4029-a640-61a31f2f4169 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Exact and bounded collision probability for motion planning under gaussian uncertainty,
Reference 31
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Observation a5c42ad8-18cc-4398-81d2-a7d9400383e5 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Unfreezing the robot: Navigation in dense, interacting crowds,
Reference 32
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Observation 06e261e1-9bdb-4b37-8372-fd420c076185 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions SAFE-SIM: Safety-Critical Closed-Loop Traffic Simulation with Diffusion-Controllable Adversaries
Reference 33
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Observation e68526c6-88d5-407d-a20c-296d08d67e71 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Versatile scene-consistent traffic scenario generation as optimization with diffusion,
Reference 34
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Observation 9177f781-a1a1-4ec1-929b-5229bc361745 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Diffscene: Diffusion-based safety-critical scenario generation for autonomous vehicles,
Reference 35
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Observation e14e32c0-592b-4441-98e6-3e1d7fa45507 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Social gan: Socially acceptable trajectories with generative adversarial net- works,
Reference 36
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Observation f99f7025-c5c5-4cc5-a186-0aa3d6b3c5af · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Motionlm: Multi-agent motion forecasting as language modeling,
Reference 37
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Observation 3b3ef000-1160-45d5-ae7e-e855205fd22b · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction
Reference 38
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Observation 608814d4-a62d-49a2-94b6-59e5336b7068 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Diverse Trajectory Forecasting with Determinantal Point Processes
Reference 39
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Observation 002af5d3-fefb-4817-a3b4-b2391c7865af · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Diversitygan: Diversity-aware ve- hicle motion prediction via latent semantic sampling,
Reference 40
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Observation 27d35c35-5f17-45b4-9cf4-aef12982aa2e · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Dlow: Diversifying latent flows for diverse human motion prediction,
Reference 41
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Observation a688c476-8e83-49c1-9831-3484965901d4 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Accurate and diverse sampling of sequences based on a “best of many
Reference 42
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Observation d9aa20a2-eddd-486b-aacf-1ffbf628e5f3 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions R2p2: A reparame- terized pushforward policy for diverse, precise generative path fore- casting,
Reference 43
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Observation a608cfec-875a-4933-885b-db1ac748091f · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Social ways: Learning multi-modal distributions of pedestrian trajectories with gans,
Reference 44
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Observation 7f7b9e1a-0483-4727-b744-2e9628f699bc · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Scept: Scene-consistent, policy-based trajectory predictions for planning,
Reference 45
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Observation 824205e8-9b15-4436-9adb-036093ec3fc7 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Divide-and-conquer for lane-aware diverse trajectory prediction,
Reference 46
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Observation d830c37a-a623-4858-9294-83193a4ae95a · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Tnt: Target-driven trajectory prediction,
Reference 47
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Observation 8f3627d9-6ed8-4e0e-90ea-d3c237730d7e · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Lookout: Diverse multi-future prediction and planning for self-driving,
Reference 48
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Observation 627d7969-7c27-4882-9e80-84dfc0273438 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions The importance of prior knowledge in precise multimodal prediction,
Reference 49
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Observation 81f09bc5-730c-4e92-b188-e60358eb18ff · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Control-aware prediction objectives for autonomous driving,
Reference 50
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Observation 2629baa8-e2f9-4700-8868-20af1bd222dc · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Differentiable integrated motion prediction and planning with learnable cost function for autonomous driving,
Reference 51
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Observation e63f6f57-83c4-4f2d-83b0-9b1bfadf61e5 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Get-dipp: Graph-embedded transformer for differen- tiable integrated prediction and planning,
Reference 52
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Observation 9492f1b1-66cc-406b-bd35-46e4d2587e09 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Hybrid- prediction integrated planning for autonomous driving,
Reference 53
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Observation aca1a5c7-442e-4600-bdd2-7608c8f5c506 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Dtpp: Differentiable joint conditional prediction and cost evaluation for tree policy planning in autonomous driving,
Reference 54
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Observation d0403944-e1c1-47d0-b14d-4bb84f4ff378 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Diffstack: A differentiable and modular control stack for autonomous vehicles,
Reference 55
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Observation e8ff0c1a-29a8-4880-ab13-deaf37395245 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Importance sampling for online planning under uncertainty,
Reference 56
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Observation 917f15a9-a327-48cc-9f48-af2460deb6ad · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Scalable end-to-end autonomous vehicle testing via rare- event simulation,
Reference 57
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Observation 7f8fa210-3635-4d11-81ae-9b16020cec4f · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Neural bridge sampling for evaluating safety-critical autonomous systems,
Reference 58
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Observation 1d804313-8819-446b-9623-0e15fbe82ec0 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Model-based validation as probabilistic inference,
Reference 59
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Observation bb2b714b-f26d-48cf-912d-f93b8d407c5d · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions A survey of algorithms for black-box safety validation of cyber-physical systems,
Reference 60
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Observation af4ab449-06e4-4915-867e-ee3c3a4a8294 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions How should a robot assess risk? to- wards an axiomatic theory of risk in robotics,
Reference 61
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Observation ba4a6f2f-f4de-4a2f-88bd-274397197473 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Dynamically conservative self-driving planner for long-tail cases,
Reference 62
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Observation 1de95389-005b-4c2f-baf6-545c0afa7866 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Long-tail prediction uncertainty aware trajectory planning for self- driving vehicles,
Reference 63
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Observation 1047f107-1411-4dc4-a3e5-601819503a35 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Game- theoretic planning for autonomous driving among risk-aware human drivers,
Reference 64
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Observation 208e743d-0520-4e03-9dd6-33527fc9bafa · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions An Efficient Risk-aware Branch MPC for Automated Driving that is Robust to Uncertain Vehicle Behaviors
Reference 65
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Observation d702d6ad-b0c8-4947-8b20-8a43979647d2 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Recursively Feasible Chance-constrained Model Predictive Control under Gaussian Mixture Model Uncertainty
Reference 66
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Observation a25d2fdc-b336-46c3-9925-29f34f84107e · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions From footprints to beliefprints: Motion planning under uncertainty for maneuvering automated vehicles in dense scenarios,
Reference 67
Source-reported events for the cited work
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Observation 5490052e-d015-44f9-a1f9-3c05488b9eca · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Planning on a (risk) budget: Safe non-conservative planning in probabilistic dynamic environments,
Reference 68
Source-reported events for the cited work
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Observation 90751b73-06d5-4f1d-8808-b393c78712da · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Risk-constrained interactive safety under behavior uncertainty for autonomous driving,
Reference 69
Source-reported events for the cited work
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Observation 392e8b48-9693-4de5-acbd-24b27a09dd67 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Efficient uncertainty-aware collision avoidance for autonomous driving using convolutions,
Reference 70
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Observation 8c4ba978-fef2-497b-9e57-522bd9c701ed · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Racp: Risk-aware contingency planning with multi-modal predictions,
Reference 71
Source-reported events for the cited work
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Observation b2ab04a0-d89e-43b5-9556-86ef57764065 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Safe planning for self- driving via adaptive constrained ilqr,
Reference 72
Source-reported events for the cited work
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Observation 60b9fd73-e4a9-4e08-8b43-c6526db5d8a7 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Online update of safety assurances using confidence-based predictions,
Reference 73
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Observation 9d63f166-31dc-47f1-b412-40388bc150c5 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Prediction- based reachability for collision avoidance in autonomous driving,
Reference 74
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Observation 024e66a9-e21f-4992-861b-8c59f7b67da8 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Multi-agent reachability calibration with conformal prediction,
Reference 75
Source-reported events for the cited work
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Observation 2e4e5179-8fb5-47f9-9427-73e505ef0cf1 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Robust Predictive Motion Planning by Learning Obstacle Uncertainty
Reference 76
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Observation 0b8d5ddb-46c2-4841-b549-29fae2d46f7c · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Safe planning and control under uncertainty for self-driving,
Reference 77
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Observation dee7d1e3-eede-43e5-863a-4a08c58841bf · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Safe planning in dynamic environments using conformal prediction,
Reference 78
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Observation c7b84bb3-ab0b-428d-9a3e-1f0adaa025e5 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Deep unsupervised learning using nonequilibrium thermodynamics,
Reference 79
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Observation 51c1d339-d786-4b09-8383-096c05cc6efe · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Denoising diffusion probabilistic models,
Reference 80
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Observation 79504769-f4e5-4200-a60e-ff3a3db16067 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Denoising Diffusion Implicit Models
Reference 81
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Unavailable: canonical work link unavailable.
Observation b1dcae81-d7fc-4970-8a8a-8b93e0b2bdc6 · outbound
Robust Planning for Autonomous Driving via Mixed Adversarial Diffusion Predictions Score-Based Generative Modeling through Stochastic Differential Equations
Reference 82
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Observation 4e5bc3c7-88e0-4e37-a4a1-a0f4d9080368 · outbound
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Reference 88
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Reference 89
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Reference 90
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Reference 97
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Reference 98
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Reference 99
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Reference 100
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