Key papers

• Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation (2025)
  Xin Zhang et al.
  6.34
• Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations (2025)
  Jeonghyeon Kim et al.
  4.47
• An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift (2026)
  Constantinos Karouzos et al.
  1.94
• Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition (2026)
  Tanmay Joshi et al.
  1.94
• Qwen3-ASR Technical Report (2026)
  Xian Shi et al.
  1.94
• THINKSAFE: Self-Generated Safety Alignment for Reasoning Models (2026)
  Seanie Lee 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
• BeamPERL: Parameter-Efficient RL with Verifiable Rewards Specializes Compact LLMs for Structured Beam Mechanics Reasoning (2026)
  Tarjei Paule Hage 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
• Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training (2026)
  Peng Sun et al.
  1.94
• Qualixar OS: A Universal Operating System for AI Agent Orchestration (2026)
  Varun Pratap Bhardwaj
  1.94
• Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values (2026)
  Haonan Dong et al.
  1.94
• Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why (2026)
  Mohammadreza Armandpour et al.
  1.94
• SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces (2026)
  Qi Hu et al.
  1.94
• Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems (2026)
  Shaoyang Xu et al.
  1.94
• OPRD: On-Policy Representation Distillation (2026)
  Shenzhi Yang et al.
  1.94
• Watch, Remember, Reason: Human-View Video Understanding with MLLMs (2026)
  Jiahao Meng et al.
  1.94
• P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning (2026)
  Yikang Yang et al.
  1.94
• The Role of Feedback Alignment in Self-Distillation (2026)
  Semih Kara et al.
  1.94
• Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models (2026)
  Malikeh Ehghaghi et al.
  1.94
• See What I See, Know What I Think: Dense Latent Communication Across Heterogeneous Agents (2026)
  Siyi Chen et al.
  1.94
• Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale (2026)
  Ang Li et al.
  1.94
• HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining (2026)
  Juncheng Ma et al.
  1.94
• StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs (2026)
  Shaghayegh Kolli et al.
  1.94
• PrivacyAlign: Contextual Privacy Alignment for LLM Agents (2026)
  Manveer Singh Tamber et al.
  1.94
• A Gravitational Interpretation of Fine-Tuning Reversion (2026)
  Samuele Poppi et al.
  1.94
• GEAR: Guided End-to-End AutoRegression for Image Synthesis (2026)
  Bin Lin et al.
  1.94
• Dynin-Omni: Omnimodal Unified Large Diffusion Language Model (2026)
  Jaeik Kim et al.
  1.83
• MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale (2026)
  Bin Wang et al.
  1.83
• Grid2Matrix: Revealing Digital Agnosia in Vision-Language Models (2026)
  Yunkai Zhang et al.
  1.83
• LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories (2026)
  Zhanhao Liang et al.
  1.83
• LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation (2026)
  Jiazheng Xing et al.
  1.78
• Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers (2026)
  Bozhou Li et al.
  1.72
• Reliable and Responsible Foundation Models: A Comprehensive Survey (2026)
  Xinyu Yang et al.
  1.72
• Data Science and Technology Towards AGI Part I: Tiered Data Management (2026)
  Yudong Wang et al.
  1.72
• GeoMotionGPT: Geometry-Aligned Motion Understanding with Large Language Models (2026)
  Zhankai Ye et al.
  1.67
• OVD: On-policy Verbal Distillation (2026)
  Jing Xiong et al.
  1.67
• Baichuan-Omni-1.5 Technical Report (2025)
  Yadong Li et al.
  1.28
• YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment (2025)
  Amitava Das et al.
  1.28
• Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation (2025)
  Mohammad Mahdi Abootorabi et al.
  1.28
• Rethinking Diverse Human Preference Learning through Principal Component Analysis (2025)
  Feng Luo et al.
  1.28
• OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference (2025)
  Xiangyu Zhao et al.
  1.28
• Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think (2025)
  Liang Chen 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
• ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering (2025)
  Kaisi Guan et al.
  1.28
• When Words Outperform Vision: VLMs Can Self-Improve Via Text-Only Training For Human-Centered Decision Making (2025)
  Zhe Hu et al.
  1.28
• Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models (2025)
  Alex Jinpeng Wang et al.
  1.28
• Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning (2025)
  Xiaokun Wang et al.
  1.28
• Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models (2025)
  Weihao Xuan et al.
  1.28
• Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment (2025)
  Xiaojun Jia et al.
  1.28
• OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation (2025)
  Jingjing Chang et al.
  1.28
• CAMS: A CityGPT-Powered Agentic Framework for Urban Human Mobility Simulation (2025)
  Yuwei Du et al.
  1.28
• Kwai Keye-VL Technical Report (2025)
  Kwai Keye Team et al.
  1.28
• T-LoRA: Single Image Diffusion Model Customization Without Overfitting (2025)
  Vera Soboleva et al.
  1.28
• Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor (2025)
  Vatsal Agarwal et al.
  1.28
• Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation (2025)
  Junyan Ye et al.
  1.28
• VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use (2025)
  Dongfu Jiang et al.
  1.28
• FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark (2025)
  Rongyao Fang et al.
  1.28
• UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (2025)
  Ye Liu et al.
  1.28
• VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing (2025)
  Ke Wang et al.
  1.28