Title
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 56 1 0 17 Mar 2025
Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation Henghui Du Guangyao Li Chang Zhou Chunjie Zhang Alan Zhao D. Hu 66 0 0 17 Mar 2025
Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference Hao Yin Guangzong Si Zilei Wang 61 0 0 17 Mar 2025
Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis Alexander Ku Declan Campbell Xuechunzi Bai Jiayi Geng Ryan Liu ... Ilia Sucholutsky Veniamin Veselovsky Liyi Zhang Jian-Qiao Zhu Thomas L. Griffiths ELM 98 3 0 17 Mar 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG Pingyu Wu Daiheng Gao Jing Tang Huimin Chen Wenbo Zhou Wenbo Zhang Nenghai Yu 52 0 0 17 Mar 2025
Can Language Models Follow Multiple Turns of Entangled Instructions? Chi Han ELM LRM 51 1 0 17 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 56 0 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 60 0 0 17 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 75 0 1 17 Mar 2025
Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos Chiara Plizzari A. Tonioni Yongqin Xian Achin Kulshrestha F. Tombari EgoV 66 0 0 17 Mar 2025
Scale Efficient Training for Large Datasets Qing Zhou Junyu Gao Qi Wang DD 83 0 0 17 Mar 2025
A Survey on Transformer Context Extension: Approaches and Evaluation Yijun Liu Jinzheng Yu Yang Xu Zhongyang Li Qingfu Zhu LLMAG 85 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 52 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 49 0 0 17 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 66 0 0 17 Mar 2025
ROMA: a Read-Only-Memory-based Accelerator for QLoRA-based On-Device LLM Wenqiang Wang Yijia Zhang Zikai Zhang Guanting Huo Hao Liang Shijie Cao Ningyi Xu 50 0 0 17 Mar 2025
Next-Scale Autoregressive Models are Zero-Shot Single-Image Object View Synthesizers Shiran Yuan Hao Zhao DiffM 54 0 0 17 Mar 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models Hao Yin Guangzong Si Zilei Wang 217 0 0 17 Mar 2025
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation Shuaifan Jin Xiaoyi Pang Peng Kuang He Wang Jiacheng Du Jiahui Hu Kui Ren SILM AAML 88 0 0 17 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 92 0 0 16 Mar 2025
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era Kanzhi Cheng Wenpo Song Jiaxin Fan Zheng Ma Qiushi Sun Fangzhi Xu Chenyang Yan Nuo Chen Jianbing Zhang Jiajun Chen MLLM VLM 62 1 0 16 Mar 2025
Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning Xinghao Wu Jianwei Niu Xuefeng Liu Guogang Zhu Jiayuan Zhang Shaojie Tang 63 0 0 16 Mar 2025
Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs Rupak Sarkar Neha Srikanth Taylor Hudson Rachel Rudinger C. Bonial Philip Resnik 56 0 0 16 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yuyao Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 95 11 0 16 Mar 2025
Using LLMs for Automated Privacy Policy Analysis: Prompt Engineering, Fine-Tuning and Explainability Yuxin Chen Peng Tang Weidong Qiu Shujun Li 44 0 0 16 Mar 2025
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums Nadia Saeed 47 0 0 15 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 86 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 70 0 0 15 Mar 2025
Genicious: Contextual Few-shot Prompting for Insights Discovery Vineet Kumar Ronald Tony Darshita Rathore Vipasha Rana Bhuvanesh Mandora Kanishka Chetna Bansal Anindya Moitra 44 0 0 15 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 74 0 0 15 Mar 2025
Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring Kezia Oketch John P. Lalor Yi Yang Ahmed Abbasi ELM 57 1 0 14 Mar 2025
Characterizing GPU Resilience and Impact on AI/HPC Systems Shengkun Cui Archit Patke Ziheng Chen Aditya Ranjan Hung Nguyen ... Chandra Narayanaswami Daby M. Sow C. Martino Zbigniew T. Kalbarczyk Ravishankar Iyer 44 0 0 14 Mar 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers Weiming Ren Wentao Ma Huan Yang Cong Wei Ge Zhang Wenhu Chen Mamba 65 4 0 14 Mar 2025
Direction-Aware Diagonal Autoregressive Image Generation Yijia Xu Jianzhong Ju Jian Luan J. Cui 57 0 0 14 Mar 2025
LLaVA-MLB: Mitigating and Leveraging Attention Bias for Training-Free Video LLMs Leqi Shen Tao He Guoqiang Gong Fan Yang Yuhui Zhang Pengzhang Liu Sicheng Zhao Guiguang Ding 50 0 0 14 Mar 2025
ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning Xinyi Wang Jiashui Wang Peng Chen Jinbo Su Yanming Liu ... Xiang Li Kai Yun Qiyuan Chen Rongze Chen Chunfu Jia 42 0 0 14 Mar 2025
Text Compression for Efficient Language Generation David Gu Peter Belcak Roger Wattenhofer 67 0 0 14 Mar 2025
Towards Extreme Pruning of LLMs with Plug-and-Play Mixed Sparsity Chi Xu Gefei Zhang Yantong Zhu Luca Benini Guosheng Hu Yawei Li Zhihong Zhang 39 0 0 14 Mar 2025
LLMPerf: GPU Performance Modeling meets Large Language Models Khoi N.M. Nguyen Hoang Duy Nguyen Do Huyen Thao Le T. Dao 53 0 0 14 Mar 2025
Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space Weichen Zhang Zile Zhou Zhiheng Zheng Chen Gao Jinqiang Cui Yongqian Li Xinlei Chen Xiao-Ping Zhang LRM 68 1 0 14 Mar 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion A. Nassar Andres Marafioti Matteo Omenetti Maksym Lysak Nikolaos Livathinos ... Yusik Kim A. Said Gurbuz Michele Dolfi Miquel Farré Peter W. J. Staar 61 4 0 14 Mar 2025
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking Ziyi Wang Songbai Tan Gang Xu Xuerui Qiu Hongbin Xu Xin Meng Ming Li Fei Richard Yu WIGM 68 0 0 14 Mar 2025
Exploring Typographic Visual Prompts Injection Threats in Cross-Modality Generation Models Hao-Ran Cheng Erjia Xiao Yichi Wang Kaidi Xu Mengshu Sun Jindong Gu Renjing Xu 41 0 0 14 Mar 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 260 0 0 14 Mar 2025
FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-the-World LoRA Jieming Bian Lei Wang Letian Zhang Jie Xu 56 1 0 14 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 63 5 0 14 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi N. Sebe Massimiliano Mancini MU 68 0 0 14 Mar 2025
Observation-Graph Interaction and Key-Detail Guidance for Vision and Language Navigation Yifan Xie Binkai Ou Fei Ma Yaohua Liu 57 0 0 14 Mar 2025
TigerLLM -- A Family of Bangla Large Language Models Nishat Raihan Marcos Zampieri 50 0 0 14 Mar 2025
Addressing Information Loss and Interaction Collapse: A Dual Enhanced Attention Framework for Feature Interaction Yongjun Xu Zhiyuan Lu Xuzhao Li Jinxin Hu Hong Wen Z. Chen Yu Zhang Jing-Xuan Zhang 45 0 0 14 Mar 2025