Key papers

• MemSyco-Bench: Benchmarking Sycophancy in Agent Memory (2026)
  Zhishang Xiang et al.
  2.00
• Learning to Discover at Test Time (2026)
  Mert Yuksekgonul et al.
  1.94
• Privileged Information Distillation for Language Models (2026)
  Emiliano Penaloza et al.
  1.94
• V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval (2026)
  Dongyang Chen et al.
  1.94
• Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models (2026)
  Qiyuan Zhang et al.
  1.94
• One Model, Many Budgets: Elastic Latent Interfaces for Diffusion Transformers (2026)
  Moayed Haji-Ali et al.
  1.94
• NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M Text-Only Encoder for Visual Document Retrieval (2026)
  Zhuchenyang Liu et al.
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning (2026)
  Yaorui Shi et al.
  1.89
• PEAM: Parametric Embodied Agent Memory through Contrastive Internalization of Experience in Minecraft (2026)
  Yuchen Guo et al.
  1.89
• Adapting Multilingual Embedding Models to Turkish via Cross-Lingual Tokenizer Surgery and Offline Distillation (2026)
  M. Ali Bayram et al.
  1.89
• DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization (2026)
  Jian Mu et al.
  1.89
• ViPO: Visual Preference Optimization at Scale (2026)
  Ming Li et al.
  1.83
• Learning Few-Step Diffusion Models by Trajectory Distribution Matching (2025)
  Yihong Luo et al.
  1.28
• Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning (2025)
  Shuyao Xu et al.
  1.28
• SimpleFold: Folding Proteins is Simpler than You Think (2025)
  Yuyang Wang et al.
  1.28
• ExGRPO: Learning to Reason from Experience (2025)
  Runzhe Zhan et al.
  1.28
• Parallel Test-Time Scaling for Latent Reasoning Models (2025)
  Runyang You et al.
  1.28
• Video Reasoning without Training (2025)
  Deepak Sridhar et al.
  1.28
• Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models (2025)
  Julianna Piskorz et al.
  1.28
• LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM (2023)
  Wen-Yu Hua et al.
  —
• Cross-Lingual Supervision improves Large Language Models Pre-training (2023)
  Andrea Schioppa et al.
  —
• VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation (2023)
  Jinguo Zhu et al.
  —
• Generative Multimodal Models are In-Context Learners (2023)
  Quan Sun et al.
  —
• Aligning Diffusion Models with Noise-Conditioned Perception (2024)
  Alexander Gambashidze et al.
  —
• FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting (2024)
  Liyao Jiang et al.
  —
• TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization (2024)
  Chia-Yu Hung et al.
  —