Key papers

• Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations (2025)
  Jeonghyeon Kim et al.
  4.47
• Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement (2026)
  Jian Zhang et al.
  1.94
• Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models (2026)
  Hyunjong Ok et al.
  1.94
• Fine-T2I: An Open, Large-Scale, and Diverse Dataset for High-Quality T2I Fine-Tuning (2026)
  Xu Ma et al.
  1.94
• RAISE: Requirement-Adaptive Evolutionary Refinement for Training-Free Text-to-Image Alignment (2026)
  Liyao Jiang et al.
  1.94
• Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values (2026)
  Haonan Dong et al.
  1.94
• From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors (2026)
  Jiejun Tan et al.
  1.94
• Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams (2026)
  Zewen Liu et al.
  1.94
• CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning (2026)
  Linas Nasvytis et al.
  1.89
• Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory (2026)
  Jiaqi Liu et al.
  1.83
• PromptRL: Prompt Matters in RL for Flow-Based Image Generation (2026)
  Fu-Yun Wang et al.
  1.72
• The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1 (2025)
  Kaiwen Zhou et al.
  1.28
• VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation (2025)
  Wenhao Wang et al.
  1.28
• Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content (2025)
  Zicheng Zhang et al.
  1.28
• Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding (2025)
  Tao Zhang et al.
  1.28
• Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts (2025)
  Hanhua Hong et al.
  1.28
• AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning (2025)
  Evgeny Markhasin
  1.28
• Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem (2025)
  Yubo Wang et al.
  1.28
• Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers (2025)
  Daniel D'souza et al.
  1.28
• MMSearch-R1: Incentivizing LMMs to Search (2025)
  Jinming Wu et al.
  1.28
• Imperceptible Jailbreaking against Large Language Models (2025)
  Kuofeng Gao et al.
  1.28
• Adaptive Attacks on Trusted Monitors Subvert AI Control Protocols (2025)
  Mikhail Terekhov et al.
  1.28
• DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation (2025)
  Yu Zhou et al.
  1.28
• Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions (2025)
  Eyal Gutflaish et al.
  1.28
• TV2TV: A Unified Framework for Interleaved Language and Video Generation (2025)
  Xiaochuang Han et al.
  1.28
• Domain Incremental Lifelong Learning in an Open World (2023)
  Yi Dai et al.
  —
• Natural Language Commanding via Program Synthesis (2023)
  Apurva Gandhi et al.
  —
• One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning (2023)
  Arnav Chavan et al.
  —
• ChatGPT for Robotics: Design Principles and Model Abilities (2023)
  Sai Vemprala et al.
  —
• ORES: Open-vocabulary Responsible Visual Synthesis (2023)
  Minheng Ni et al.
  —
• From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting (2023)
  Griffin Adams et al.
  —
• Interactive Task Planning with Language Models (2023)
  Boyi Li et al.
  —
• Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations (2023)
  Hakan Inan et al.
  —
• GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation (2024)
  Tong Wu et al.
  —
• MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation (2024)
  Kunpeng Song et al.
  —
• Benchmarking Mental State Representations in Language Models (2024)
  Matteo Bortoletto et al.
  —
• Aligning Diffusion Models with Noise-Conditioned Perception (2024)
  Alexander Gambashidze et al.
  —
• VIMI: Grounding Video Generation through Multi-modal Instruction (2024)
  Yuwei Fang et al.
  —
• FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting (2024)
  Liyao Jiang et al.
  —