Title
Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution Q. Xiao Alan Ansell Boqian Wu Lu Yin Mykola Pechenizkiy Shiwei Liu Decebal Constantin Mocanu 37 0 0 29 May 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging Haobo Zhang Jiayu Zhou MoMe 54 0 0 28 May 2025
Flexible Tool Selection through Low-dimensional Attribute Alignment of Vision and Language Guangfu Hao Haojie Wen Liangxuna Guo Yang Chen Yanchao Bi S. Yu 62 0 0 28 May 2025
Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge Yupei Li Shuaijie Shao M. Milling Björn Schuller AI4MH 34 0 0 28 May 2025
What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? Jinhong Ni Chang-Bin Zhang Qiang Zhang Jing Zhang MDE 57 1 0 28 May 2025
Spatial Knowledge Graph-Guided Multimodal Synthesis Yida Xue Zhen Bi Jinnan Yang Jungang Lou Ningyu Zhang N. Zhang 44 0 0 28 May 2025
Speech as a Multimodal Digital Phenotype for Multi-Task LLM-based Mental Health Prediction Mai Ali Christopher Lucasius Tanmay P. Patel Madison Aitken Jacob Vorstman Peter Szatmari Marco Battaglia Deepa Kundur 28 0 0 28 May 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 36 1 0 28 May 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation Liyao Tang Zhe Chen Dacheng Tao 3DPC 50 0 0 28 May 2025
Permissioned LLMs: Enforcing Access Control in Large Language Models Bargav Jayaraman Virendra J. Marathe Hamid Mozaffari William F. Shen Krishnaram Kenthapadi 47 0 0 28 May 2025
3D Question Answering via only 2D Vision-Language Models Fengyun Wang Sicheng Yu Jiawei Wu Jinhui Tang Hanwang Zhang Qianru Sun 13 0 0 28 May 2025
StressTest: Can YOUR Speech LM Handle the Stress? Iddo Yosha Gallil Maimon Yossi Adi 52 0 0 28 May 2025
Identity-Preserving Text-to-Image Generation via Dual-Level Feature Decoupling and Expert-Guided Fusion Kewen Chen Xiaobin Hu Wenqi Ren DiffM 49 0 0 28 May 2025
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning Dacao Zhang Kun Zhang Shimao Chu Le Wu Xin Li Si Wei MoE ALM OffRL 32 0 0 28 May 2025
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists Yue Cui Liuyi Yao Shuchang Tao Weijie Shi Yaliang Li Bolin Ding Xiaofang Zhou 15 0 0 28 May 2025
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing Shuaiyi Li Zhisong Zhang Yang Deng Chenlong Deng Tianqing Fang Hongming Zhang Haitao Mi Dong Yu Wai Lam KELM 53 0 0 28 May 2025
Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Christopher Lee Lübbers 20 0 0 28 May 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Jian Yang 53 0 0 28 May 2025
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models Zhiyu Li Shichao Song Hanyu Wang Simin Niu Ding Chen ... Qingchen Yu Bo Tang Hongkang Yang Zhi-hai Xu Feiyu Xiong RALM 36 0 0 28 May 2025
Budget-Adaptive Adapter Tuning in Orthogonal Subspaces for Continual Learning in LLMs Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 38 0 0 28 May 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts Xue Zhang Yunlong Liang Fandong Meng Songming Zhang Yufeng Chen Jinan Xu Jie Zhou MoE CLL 30 0 0 28 May 2025
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification Iknoor Singh Carolina Scarton Kalina Bontcheva 10 0 0 28 May 2025
Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection Shangkun Huang Jing Deng Jintao Kang Rong Zheng 28 0 0 28 May 2025
BugWhisperer: Fine-Tuning LLMs for SoC Hardware Vulnerability Detection Shams Tarek Dipayan Saha S. Saha Farimah Farahmandi 198 1 0 28 May 2025
ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation Maja Stahl Timon Ziegenbein Joonsuk Park Henning Wachsmuth ALM LRM 36 0 0 28 May 2025
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction Yuchi Wang Yishuo Cai Shuhuai Ren Sihan Yang Linli Yao Yuanxin Liu Y. Zhang Pengfei Wan Xu Sun VLM 62 0 0 28 May 2025
ACE-Step: A Step Towards Music Generation Foundation Model Junmin Gong Sean Zhao Sen Wang S. Xu Joe Guo 39 2 0 28 May 2025
Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR Mingchen Shao Xinfa Zhu C. Wang Bingshen Mu Hai Li Ying Yan Junhui Liu Danming Xie Lei Xie 23 0 0 28 May 2025
Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning Qihuang Zhong Liang Ding Fei Liao Juhua Liu Bo Du Dacheng Tao 45 0 0 28 May 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering Chengyue Huang Brisa Maneechotesuwan Shivang Chopra Z. Kira AAML 46 0 0 27 May 2025
Automated Privacy Information Annotation in Large Language Model Interactions Hang Zeng Xiangyu Liu Yong Hu Chaoyue Niu Fan Wu Shaojie Tang Guihai Chen 39 0 0 27 May 2025
Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning Maosen Zhao Pengtao Chen Chong Yu Yan Wen Xudong Tan Tao Chen MQ 28 1 0 27 May 2025
Text2Stereo: Repurposing Stable Diffusion for Stereo Generation with Consistency Rewards Aakash Garg Libing Zeng Andrii Tsarov N. Kalantari 28 0 0 27 May 2025
Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis Tianyi Xu Hongjie Chen Wang Qing Lv Hang Jian Kang Li Jie Zhennan Lin Yongxiang Li Xie Lei 19 0 0 27 May 2025
Predicting Implicit Arguments in Procedural Video Instructions Anil Batra Laura Sevilla-Lara Marcus Rohrbach Frank Keller 53 0 0 27 May 2025
Advancing high-fidelity 3D and Texture Generation with 2.5D latents Xin Yang Jiantao Lin Yingjie Xu Haodong Li Yingcong Chen 3DV 59 0 0 27 May 2025
Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design HsiaoYuan Hsu Yuxin Peng DiffM 19 0 0 27 May 2025
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter Yaohua Zha Yanzi Wang Hang Guo Jinpeng Wang Tao Dai Bin Chen Zhihao Ouyang Xue Yuerong Ke Chen Shu-Tao Xia 102 1 0 27 May 2025
HuMoCon: Concept Discovery for Human Motion Understanding Qihang Fang Chengcheng Tang Bugra Tekin Shugao Ma Yanchao Yang 38 0 0 27 May 2025
Improved Representation Steering for Language Models Zhengxuan Wu Qinan Yu Aryaman Arora Christopher D. Manning Christopher Potts LLMSV 76 0 0 27 May 2025
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors Haodong Lu Xinyu Zhang Kristen Moore Jason Xue Lina Yao Anton van den Hengel Dong Gong CLL VLM 65 0 0 27 May 2025
CHIMERA: A Knowledge Base of Idea Recombination in Scientific Literature Noy Sternlicht Tom Hope 79 0 0 27 May 2025
StreamLink: Large-Language-Model Driven Distributed Data Engineering System Dawei Feng Di Mei Huiri Tan Lei Ren Xianying Lou Zhangxi Tan 20 0 0 27 May 2025
A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction Bogdan Bogachov Yaoyao Fiona Zhao 42 0 0 27 May 2025
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models Peter Robicheaux Matvei Popov Anish Madan Isaac Robinson Joseph Nelson Deva Ramanan Neehar Peri ObjD VLM 107 3 0 27 May 2025
DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization Shamil Ayupov M. Nakhodnov Anastasia Yaschenko Andrey Kuznetsov Aibek Alanov 48 0 0 27 May 2025
Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation P. Zhang Yifei Su Pengyuan Wu Dong An Li Zhang Zhigang Wang Dong Wang Yan Ding Bin Zhao Xuelong Li LM&Ro 81 0 0 27 May 2025
Skrull: Towards Efficient Long Context Fine-tuning through Dynamic Data Scheduling Hongtao Xu Wenting Shen Yuanxin Wei Ang Wang Guo Runfan Tianxing Wang Yong Li Mingzhen Li Weile Jia 34 0 0 26 May 2025
Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs Hanting Chen Jiarui Qin Jialong Guo Tao Yuan Yichun Yin ... Can Chen Xinghao Chen Fisher Yu Ruiming Tang Yunhe Wang 51 0 0 26 May 2025
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning Yeonjoon Jung Daehyun Ahn Hyungjun Kim Taesu Kim Eunhyeok Park 51 0 0 26 May 2025