On the SPOT: Enhancing Speculative Decoding for Diffusion Language Models via Commit-Order Prediction Paper • 2610.22543 • Published 14 days ago • 29
Different Tasks, Different Timesteps: Temporal Task-Aware Quantization for Diffusion Language Models Paper • 2610.31198 • Published 18 days ago • 22
VEDJE: Video-Efficient Discriminative Joint Encoder for Scalable Video-Text Retrieval Paper • 2610.11850 • Published 28 days ago • 34
Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs Paper • 2603.16932 • Published Mar 14 • 91
HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering Paper • 2603.18558 • Published Mar 19 • 10
Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models Paper • 2602.02600 • Published Feb 1 • 15
HERBench: A Benchmark for Multi-Evidence Integration in Video Question Answering Paper • 2512.14870 • Published Dec 16, 2025 • 15
GLEE: A Unified Framework and Benchmark for Language-based Economic Environments Paper • 2410.05254 • Published Oct 7, 2024 • 85