Title
A Multimodal Recaptioning Framework to Account for Perceptual Diversity in Multilingual Vision-Language Modeling Kyle Buettner Jacob Emmerson Adriana Kovashka 25 0 0 19 Apr 2025
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park 27 0 0 19 Apr 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models Xinlin Zhuang Jiahui Peng Ren Ma Yucheng Wang Tianyi Bai Xingjian Wei Jiantao Qiu Chi Zhang Ying Qian Conghui He 53 0 0 19 Apr 2025
Manipulating Multimodal Agents via Cross-Modal Prompt Injection Le Wang Zonghao Ying Tianyuan Zhang Siyuan Liang Shengshan Hu Mingchuan Zhang A. Liu Xianglong Liu AAML 33 1 0 19 Apr 2025
Empirical Evaluation of Knowledge Distillation from Transformers to Subquadratic Language Models Patrick Haller Jonas Golde Alan Akbik 29 0 0 19 Apr 2025
HF4Rec: Human-Like Feedback-Driven Optimization Framework for Explainable Recommendation Jiakai Tang Jingsen Zhang Zihang Tian Xueyang Feng Lei Wang Xu Chen OffRL 162 0 0 19 Apr 2025
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners Yuhang Liu Pengxiang Li C. Xie Xavier Hu Xiaotian Han Shengyu Zhang Hongxia Yang Fei Wu LLMAG LM&Ro LRM AI4CE 72 2 0 19 Apr 2025
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration Yiming Li Hanwen Du Yongbin Li Junchen Fu Chunxiao Li Ziyi Zhuang Jiakang Li Yongxin Ni AI4TS 29 0 0 19 Apr 2025
Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training Andrea Amaduzzi Pierluigi Zama Ramirez Giuseppe Lisanti Samuele Salti Luigi Di Stefano 34 0 0 18 Apr 2025
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space Yicheng Chen Yining Li Kai Hu Zerun Ma Haochen Ye Kai Chen 34 0 0 18 Apr 2025
Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt Generation SoYoung Park Hyewon Lee M. Choi Seunghoon Han Jong-Ryul Lee Sungsu Lim Tae-Ho Kim VLM 57 0 0 18 Apr 2025
Analysing the Robustness of Vision-Language-Models to Common Corruptions Muhammad Usama Syeda Aishah Asim Syed Bilal Ali Syed Talal Wasim Umair Bin Mansoor VLM 36 0 0 18 Apr 2025
DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain Miracle Master Rainy Sun Anya Reese Joey Ouyang Alex Chen ... James Yi Garry Zhao Tony Ling Hobert Wong Lowes Yang ALM ELM 77 0 0 18 Apr 2025
CacheFormer: High Attention-Based Segment Caching Sushant Singh A. Mahmood 41 0 0 18 Apr 2025
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization Ali Behrouz Meisam Razaviyayn Peilin Zhong Vahab Mirrokni 41 0 0 17 Apr 2025
Memorization: A Close Look at Books Iris Ma Ian Domingo A. Krone-Martins Pierre Baldi Cristina V. Lopes 29 0 0 17 Apr 2025
Are Retrials All You Need? Enhancing Large Language Model Reasoning Without Verbalized Feedback Nearchos Potamitis Akhil Arora LRM 49 0 0 17 Apr 2025
SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs Haoxuan Li Yi Bin Yunshan Ma Guoqing Wang Yuqing Yang See-Kiong Ng Tat-Seng Chua VLM 34 0 0 17 Apr 2025
GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning Liangyu Xu Yingxiu Zhao Jiadong Wang Yingyao Wang Bu Pi ... Jihao Gu Xinfeng Li Xiaoyong Zhu Jun Song Jian Xu LRM 192 1 0 17 Apr 2025
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models Haojian Huang Haodong Chen Shengqiong Wu Meng Luo Jinlan Fu Xinya Du Hao Zhang Hao Fei AI4TS 175 0 0 17 Apr 2025
EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery Wei Zhang Miaoxin Cai Yaqian Ning Tianze Zhang Yin Zhuang He Chen Jun Li Xuerui Mao 38 0 0 17 Apr 2025
A Survey on Cross-Modal Interaction Between Music and Multimodal Data Sifei Li Mining Tan Feier Shen Minyan Luo Zijiao Yin Fan Tang W. Dong Changsheng Xu 69 0 0 17 Apr 2025
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization Menglan Chen Xianghe Pang Jingjing Dong Wenhao Wang Yaxin Du Siheng Chen LRM 39 0 0 17 Apr 2025
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang Liwen Wang ZhiPeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng Jianmin Ji Y. Zhang 3DPC 46 0 0 17 Apr 2025
Simplifying Graph Transformers Liheng Ma Soumyasundar Pal Yingxue Zhang Philip Torr Mark J. Coates 28 0 0 17 Apr 2025
Can Masked Autoencoders Also Listen to Birds? Lukas Rauch Ilyass Moummad René Heinrich Alexis Joly Bernhard Sick Christoph Scholz 31 0 0 17 Apr 2025
Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation Mingwei Liu Juntao Li Ying Wang Xueying Du Zuoyu Ou ... Xin Su Zifei Shan Fangming Zou Xin Peng Yiling Lou 38 0 0 17 Apr 2025
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations Yiyou Sun Y. Gai Lijie Chen Abhilasha Ravichander Yejin Choi D. Song HILM 57 0 0 17 Apr 2025
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training Xinsong Zhang Yarong Zeng Xinting Huang Hu Hu Runquan Xie Han Hu Zhanhui Kang MLLM VLM 55 0 0 17 Apr 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning Fanyi Yang Jianfeng Liu Xinsong Zhang Haoyu Liu Xixin Cao Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Qi Zhang ALM 27 0 0 17 Apr 2025
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training Shizhe Diao Yu Yang Y. Fu Xin Dong Dan Su ... Hongxu Yin M. Patwary Yingyan Jan Kautz Pavlo Molchanov 40 0 0 17 Apr 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu Xinyu Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 34 0 0 17 Apr 2025
A Complex-valued SAR Foundation Model Based on Physically Inspired Representation Learning M. D. Wang Hanbo Bi Yingchao Feng Linlin Xin Shuo Gong Tianqi Wang Zhiyuan Yan Peijin Wang Wenhui Diao Xian Sun 36 0 0 16 Apr 2025
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 35 1 0 16 Apr 2025
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics Yiran He Yun Cao Bowen Yang Zeyu Zhang 31 0 0 16 Apr 2025
Position: The Most Expensive Part of an LLM should be its Training Data Nikhil Kandpal Colin Raffel 31 0 0 16 Apr 2025
Evaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language Models Zhanglin Wu Tengfei Song Ning Xie Mengli Zhu Weidong Zhang ... Pengfei Li Chong Li Junhao Zhu Hao Yang Shiliang Sun 46 2 0 16 Apr 2025
Could Thinking Multilingually Empower LLM Reasoning? Changjiang Gao Xu Huang Wenhao Zhu Shujian Huang Lei Li Fei Yuan LRM 32 0 0 16 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 76 0 0 16 Apr 2025
Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs Hyungwoo Lee Kihyun Kim Jinwoo Kim Jungmin So Myung-Hoon Cha H. Kim James J. Kim Youngjae Kim 37 0 0 16 Apr 2025
Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification Yue Li L. Zhang 34 0 0 16 Apr 2025
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F.T. Martins 71 0 0 16 Apr 2025
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis Efthymios Georgiou V. Katsouros Yannis Avrithis Alexandros Potamianos 24 1 0 15 Apr 2025
Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization Peiliang Gong Emadeldeen Eldele Min Wu Zhenghua Chen Xiaoli Li Daoqiang Zhang AI4TS AI4CE 44 0 0 15 Apr 2025
LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation Hengyu Shi Junhao Su Huansheng Ning Xiaoming Wei Jialin Gao 3DV AI4TS LRM 57 0 0 15 Apr 2025
VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers Run Wang Gamze Islamoglu Andrea Belano Viviane Potocnik Francesco Conti Angelo Garofalo Luca Benini 31 0 0 15 Apr 2025
Making Acoustic Side-Channel Attacks on Noisy Keyboards Viable with LLM-Assisted Spectrograms' "Typo" Correction Seyyed Ali Ayati Jin Hyun Park Yichen Cai Marcus Botacin 31 0 0 15 Apr 2025
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian Xinyu Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 55 6 0 15 Apr 2025
Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation Linus Jern Valter Uotila Cong Yu Bo Zhao MQ LRM 27 0 0 15 Apr 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Hongkang Li Yihua Zhang Shuai Zhang Hao Wu Sijia Liu Pin-Yu Chen MoMe 69 4 0 15 Apr 2025