Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Paper • 2512.23705 • Published 3 days ago • 37
OmniAgent: Audio-Guided Active Perception Agent for Omnimodal Audio-Video Understanding Paper • 2512.23646 • Published 3 days ago • 13
Autoregressive Image Generation with Randomized Parallel Decoding Paper • 2503.10568 • Published Mar 13, 2025 • 9
Niagara: Normal-Integrated Geometric Affine Field for Scene Reconstruction from a Single View Paper • 2503.12553 • Published Mar 16, 2025 • 8
Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps Paper • 2505.18675 • Published May 24, 2025 • 26
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models Paper • 2411.15024 • Published Nov 22, 2024 • 2
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published about 1 month ago • 242
ConCuR: Conciseness Makes State-of-the-Art Kernel Generation Paper • 2510.07356 • Published Oct 8, 2025 • 1
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models Paper • 2503.16257 • Published Mar 20, 2025 • 26
OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models Paper • 2511.14582 • Published Nov 18, 2025 • 18
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding Paper • 2510.23479 • Published Oct 27, 2025 • 14
VChain: Chain-of-Visual-Thought for Reasoning in Video Generation Paper • 2510.05094 • Published Oct 6, 2025 • 37
Which Heads Matter for Reasoning? RL-Guided KV Cache Compression Paper • 2510.08525 • Published Oct 9, 2025 • 22
TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs Paper • 2507.21584 • Published Jul 29, 2025 • 10
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot Paper • 2510.06751 • Published Oct 8, 2025 • 21
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning Paper • 2510.02240 • Published Oct 2, 2025 • 17
ReasonMap Collection A fine-grained visual reasoning benchmark (We show more question types in the extension dataset.) • 3 items • Updated Oct 1, 2025 • 8