Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning Paper • 2505.15966 • Published 3 days ago • 43
QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design Paper • 2505.16175 • Published 3 days ago • 33
VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation Paper • 2505.14640 • Published 4 days ago • 12
General-Reasoner: Advancing LLM Reasoning Across All Domains Paper • 2505.14652 • Published 4 days ago • 17
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Paper • 2504.08837 • Published Apr 10 • 42
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Paper • 2504.00824 • Published Apr 1 • 42
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Paper • 2503.00329 • Published Mar 1 • 19
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate Paper • 2501.17703 • Published Jan 29 • 59
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 48
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation Paper • 2412.00927 • Published Dec 1, 2024 • 28
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Paper • 2410.05160 • Published Oct 7, 2024 • 4
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Paper • 2406.15319 • Published Jun 21, 2024 • 65
Unifying Multimodal Retrieval via Document Screenshot Embedding Paper • 2406.11251 • Published Jun 17, 2024 • 10
GenAI Arena: An Open Evaluation Platform for Generative Models Paper • 2406.04485 • Published Jun 6, 2024 • 23
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Paper • 2405.18750 • Published May 29, 2024 • 22
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark Paper • 2406.01574 • Published Jun 3, 2024 • 47