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RL Patches 3D Consistency Into Video Models Without Touching Architecture
17 selected from 288 papers
Featured
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
score 13
机构: Microsoft; 入选 HF Daily Papers; HF 热度: 110 upvotes (+4); 有代码实现; 关键词(3): GRPO, vision-language, text-to-video
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
score 7
入选 HF Daily Papers; HF 热度: 17 upvotes (+3); 关键词(3): scaling, agentic, reasoning
Also Worth Noting
LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
score 4
关键词(3): pruning, reasoning, vision-language; 顶会接收: ICLR
Hindsight Preference Optimization for Financial Time Series Advisory
score 4
关键词(3): DPO, reasoning, vision-language; 顶会接收: ICLR
TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations
score 4
关键词(1): reasoning; 顶会接收: CVPR
Don't Pause! Every prediction matters in a streaming video
score 4
机构: Yale; 关键词(4): scaling, latency, real-time, post-training
DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents
score 4
关键词(2): fine-tuning, reasoning; 顶会接收: ACL
Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs
score 4
关键词(2): DPO, vision-language; 顶会接收: ACL
BMD-45: A Large-Scale CCTV Vehicle Detection Dataset for Urban Traffic in Developing Cities
score 4
关键词(1): deployment; 顶会接收: CVPR
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
score 4
关键词(3): agentic, reasoning, vision-language; 顶会接收: ICLR
Zero-shot Large Language Models for Automatic Readability Assessment
score 4
关键词(1): open-source; 顶会接收: ACL
Aligned Multi-View Scripts for Universal Chart-to-Code Generation
score 4
关键词(3): lightweight, code generation, open-source; 顶会接收: ACL
Meta-CoT: Enhancing Granularity and Generalization in Image Editing
score 13
机构: Meta; 入选 HF Daily Papers; HF 热度: 24 upvotes (+4); 有代码实现; 关键词(1): reasoning
The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications
score 4
关键词(1): agentic; 顶会接收: ICLR
Can LLMs Act as Historians? Evaluating Historical Research Capabilities of LLMs via the Chinese Imperial Examination
score 4
关键词(1): reasoning; 顶会接收: ACL
CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation
score 3
顶会接收: ACL
Jailbreaking Frontier Foundation Models Through Intention Deception
score 3
顶会接收: CVPR