Key papers

• Panini: Continual Learning in Token Space via Structured Memory (2026)
  Shreyas Rajesh et al.
  1.94
• VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects (2026)
  Xiangbo Gao et al.
  1.94
• ViPO: Visual Preference Optimization at Scale (2026)
  Ming Li et al.
  1.83
• ACECODER: Acing Coder RL via Automated Test-Case Synthesis (2025)
  Huaye Zeng et al.
  1.28
• SwiLTra-Bench: The Swiss Legal Translation Benchmark (2025)
  Joel Niklaus et al.
  1.28
• IterPref: Focal Preference Learning for Code Generation via Iterative Debugging (2025)
  Jie Wu et al.
  1.28
• Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization (2025)
  Pritam Sarkar et al.
  1.28
• Synthetic Data RL: Task Definition Is All You Need (2025)
  Yiduo Guo et al.
  1.28
• MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness (2025)
  Yunlong Tang et al.
  1.28
• MIRIAD: Augmenting LLMs with millions of medical query-response pairs (2025)
  Qinyue Zheng et al.
  1.28
• OpenCUA: Open Foundations for Computer-Use Agents (2025)
  Xinyuan Wang et al.
  1.28
• DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian Culture (2025)
  Arijit Maji et al.
  1.28
• Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning (2025)
  Yifei Chen et al.
  1.28
• OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs (2025)
  Caorui Li et al.
  1.28
• Document Understanding, Measurement, and Manipulation Using Category Theory (2025)
  Jared Claypoole et al.
  1.28
• MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs (2025)
  Tianhao Peng et al.
  1.28
• Self-Improving VLM Judges Without Human Annotations (2025)
  Inna Wanyin Lin et al.
  1.28
• On Architectural Compression of Text-to-Image Diffusion Models (2023)
  Bo-Kyeong Kim et al.
  —
• Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks (2023)
  Haiyang Xu et al.
  —
• Tiny LVLM-eHub: Early Multimodal Experiments with Bard (2023)
  Wenqi Shao et al.
  —
• TextBind: Multi-turn Interleaved Multimodal Instruction-following (2023)
  Huayang Li et al.
  —
• Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models (2023)
  Haoning Wu et al.
  —
• Improved Distribution Matching Distillation for Fast Image Synthesis (2024)
  Tianwei Yin et al.
  —
• OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text (2024)
  Qingyun Li et al.
  —
• OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation (2024)
  Kepan Nan et al.
  —
• Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining (2024)
  Dongyang Liu et al.
  —
• FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting (2024)
  Liyao Jiang et al.
  —
• xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations (2024)
  Can Qin et al.
  —
• TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters (2024)
  Haiyang Wang et al.
  —
• Discriminative Fine-tuning of LVLMs (2024)
  Yassine Ouali et al.
  —