Title
MSPLoRA: A Multi-Scale Pyramid Low-Rank Adaptation for Efficient Model Fine-Tuning Jiancheng Zhao Xingda Yu Zhen Yang MoE 88 3 0 27 Mar 2025
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI Alejandro Lozano Min Woo Sun James Burgess Jeffrey Nirschl Christopher Polzak ... Xiaohan Wang Alfred Seunghoon Song Chiang Chia-Chun Robert Tibshirani Serena Yeung-Levy LM&MA 182 2 0 26 Mar 2025
Harmonia: A Multi-Agent Reinforcement Learning Approach to Data Placement and Migration in Hybrid Storage Systems Rakesh Nadig Vamanan Arulchelvan Rahul Bera Taha Shahroodi Gagandeep Singh Mohammad Sadrosadati Jisung Park O. Mutlu Onur Mutlu 138 0 0 26 Mar 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping Weili Zeng Ziyuan Huang Kaixiang Ji Yichao Yan VLM 242 1 0 26 Mar 2025
ASGO: Adaptive Structured Gradient Optimization Kang An Yuxing Liu Boyao Wang Shiqian Ma Shiqian Ma Tong Zhang Tong Zhang ODL 155 5 0 26 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 222 2 0 26 Mar 2025
Explainable ICD Coding via Entity Linking Leonor Barreiros I. Coutinho Gonçalo M. Correia Chrysoula Zerva 109 0 0 26 Mar 2025
RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models Mehdi Moshtaghi Siavash H. Khajavi Joni Pajarinen VLM 148 0 0 25 Mar 2025
EmoHead: Emotional Talking Head via Manipulating Semantic Expression Parameters Xuli Shen Hua Cai Dingding Yu Weilin Shen Qing-Song Xu Xiangyang Xue 111 0 0 25 Mar 2025
FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model Zhiqiang Zhang Jia-Nan Li Zunnan Xu Hanhui Li Yiji Cheng Fa-Ting Hong Qin Lin Qinglin Lu Xiaodan Liang DiffM 140 2 0 25 Mar 2025
LLM Benchmarking with LLaMA2: Evaluating Code Development Performance Across Multiple Programming Languages Patrick Diehl Nojoud Nader Maxim Moraru Steven R. Brandt 99 1 0 24 Mar 2025
Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters Ruiqi Zhu Endong Sun Guanhe Huang Oya Celiktutan CLL OnRL 135 0 0 24 Mar 2025
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding Xiangrui Liu Yan Shu Zhengyang Liang Ao Li Yang Tian Bo Zhao VGen VLM 274 9 0 24 Mar 2025
CoMP: Continual Multimodal Pre-training for Vision Foundation Models Yuxiao Chen L. Meng Wujian Peng Zuxuan Wu Yu-Gang Jiang VLM 213 1 0 24 Mar 2025
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference Youhui Zuo Sibo Wei C. Zhang Zhuorui Liu Wenpeng Lu Dawei Song VLM 130 0 0 23 Mar 2025
DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Massimo Bini Leander Girrbach Zeynep Akata 224 1 0 23 Mar 2025
Position: Interactive Generative Video as Next-Generation Game Engine Jiwen Yu Yiran Qin Haoxuan Che Quande Liu Xintao Wang Pengfei Wan Di Zhang Xihui Liu VGen 109 4 0 21 Mar 2025
Towards LLM Guardrails via Sparse Representation Steering Zeqing He Peng Kuang Huiyu Xu Kui Ren LLMSV 88 2 0 21 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 206 101 0 20 Mar 2025
IRef-VLA: A Benchmark for Interactive Referential Grounding with Imperfect Language in 3D Scenes Haochen Zhang Nader Zantout Pujith Kachana Ji Zhang Wenshan Wang VGen 83 0 0 20 Mar 2025
Deceptive Humor: A Synthetic Multilingual Benchmark Dataset for Bridging Fabricated Claims with Humorous Content Sai Kartheek Reddy Kasu Shankar Biradar Sunil Saumya 105 0 0 20 Mar 2025
Entropy-based Exploration Conduction for Multi-step Reasoning Jinghan Zhang Xiting Wang Fengran Mo Yeyang Zhou Wanfu Gao Kunpeng Liu LRM 122 5 0 20 Mar 2025
Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models Zahra Khalila Arbi Haza Nasution Winda Monika Aytug Onan Yohei Murakami Yasir Bin Ismail Radi Noor Mohammad Osmani RALM 124 1 0 20 Mar 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 237 2 0 19 Mar 2025
Visual Position Prompt for MLLM based Visual Grounding Wei Tang Yanpeng Sun Qinying Gu Zechao Li VLM 95 0 0 19 Mar 2025
Intelligent Spatial Perception by Building Hierarchical 3D Scene Graphs for Indoor Scenarios with the Help of LLMs Yao Cheng Zhe Han Fengyang Jiang Huaizhen Wang Fengyu Zhou Qingshan Yin Lei Wei 3DV 140 1 0 19 Mar 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space Lixing Xiao Shunlin Lu Huaijin Pi Ke Fan Liang Pan Yueer Zhou Ziyong Feng Xiaowei Zhou Sida Peng Jingbo Wang DiffM VGen 105 7 0 19 Mar 2025
Long Context Modeling with Ranked Memory-Augmented Retrieval Ghadir Alselwi Hao Xue Shoaib Jameel Basem Suleiman Flora D. Salim Imran Razzak Imran Razzak RALM 129 0 0 19 Mar 2025
Optimizing Decomposition for Optimal Claim Verification Yining Lu Noah Ziems Hy Dang Meng Jiang 130 1 0 19 Mar 2025
A Foundational individual Mobility Prediction Model based on Open-Source Large Language Models Zhenlin Qin Leizhen Wang Francisco Camara Pereira Zhenlinag Ma 152 0 0 19 Mar 2025
Improving LLM Video Understanding with 16 Frames Per Second Yongqian Li Changli Tang Jimin Zhuang Yudong Yang Guangzhi Sun W. Li Zejun Ma Chao Zhang VLM 147 2 0 18 Mar 2025
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Weihang Su Baoqing Yue Qingyao Ai Yiran Hu Jiaqi Li C. Wang Kaiyuan Zhang Yueyue Wu Yixiao Liu AILaw ELM 170 3 0 18 Mar 2025
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels M. Beck Korbinian Poppel Phillip Lippe Sepp Hochreiter 164 4 0 18 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Yize Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Zheng Zhang Yan Huang Liang Wang Tieniu Tan 441 4 0 18 Mar 2025
Learning on LLM Output Signatures for gray-box Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 152 0 0 18 Mar 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models Xinyan Jiang Hang Ye Yongxin Zhu Xiaoying Zheng Zikang Chen Jun Gong 120 0 0 17 Mar 2025
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning Baohao Liao Christian Herold Seyyed Hadi Hashemi Stefan Vasilev Shahram Khadivi Christof Monz MQ 134 0 0 17 Mar 2025
Can Language Models Follow Multiple Turns of Entangled Instructions? Chi Han ELM LRM 136 2 0 17 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 175 1 1 17 Mar 2025
A Survey on Transformer Context Extension: Approaches and Evaluation Yijun Liu Jinzheng Yu Yang Xu Zhongyang Li Qingfu Zhu LLMAG 128 3 0 17 Mar 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models Hao Yin Guangzong Si Zilei Wang 418 1 0 17 Mar 2025
Exploring 3D Activity Reasoning and Planning: From Implicit Human Intentions to Route-Aware Planning Xueying Jiang Wenhao Li Xiaoqin Zhang Ling Shao Shijian Lu LRM 151 1 0 17 Mar 2025
Historic Scripts to Modern Vision: A Novel Dataset and A VLM Framework for Transliteration of Modi Script to Devanagari Harshal Kausadikar Tanvi Kale Onkar Susladkar Sparsh Mittal 92 0 0 17 Mar 2025
Next-Scale Autoregressive Models are Zero-Shot Single-Image Object View Synthesizers Shiran Yuan Hao Zhao DiffM 117 0 0 17 Mar 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 120 3 0 17 Mar 2025
Valid Text-to-SQL Generation with Unification-based DeepStochLog Ying Jiao Luc de Raedt G. Marra NAI 92 2 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yize Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 217 31 0 16 Mar 2025
Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs Bowen Tan Zheng Xu Eric P. Xing Zhiting Hu Shanshan Wu SyDa 156 3 0 16 Mar 2025
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints Yuhao Zhou Yuxin Tian Jindi Lv Mingjia Shi Yuanxi Li Qing Ye Shuhao Zhang Jiancheng Lv CLL 112 0 0 15 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 150 0 0 15 Mar 2025