TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions Paper • 2602.08711 • Published Feb 9 • 28
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models Paper • 2602.04804 • Published Feb 4 • 46
Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers Paper • 2602.03510 • Published Feb 3 • 27
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation Paper • 2602.03796 • Published Feb 3 • 62
Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks Paper • 2602.01630 • Published Feb 2 • 47
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation Paper • 2601.10061 • Published Jan 15 • 31
GARDO: Reinforcing Diffusion Models without Reward Hacking Paper • 2512.24138 • Published Dec 30, 2025 • 30
GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models Paper • 2512.15560 • Published Dec 17, 2025 • 25
VABench: A Comprehensive Benchmark for Audio-Video Generation Paper • 2512.09299 • Published Dec 10, 2025 • 8
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published Dec 14, 2025 • 41
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning Paper • 2510.14265 • Published Oct 16, 2025 • 20
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models Paper • 2501.09997 • Published Jan 17, 2025
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Paper • 2504.10068 • Published Apr 14, 2025 • 30
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios Paper • 2505.21333 • Published May 27, 2025 • 38
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation Paper • 2502.12782 • Published Feb 18, 2025
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29, 2025 • 46
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12, 2025 • 31
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12, 2025 • 31