Title
Harnessing the Plug-and-Play Controller by Prompting Hao Wang Lei Sha 68 4 0 06 Feb 2024
Systematic Biases in LLM Simulations of Debates Amir Taubenfeld Yaniv Dover Roi Reichart Ariel Goldstein 74 59 0 06 Feb 2024
Low-rank Attention Side-Tuning for Parameter-Efficient Fine-Tuning Ningyuan Tang Minghao Fu Ke Zhu Jianxin Wu 104 10 0 06 Feb 2024
A phase transition between positional and semantic learning in a solvable model of dot-product attention Hugo Cui Freya Behrens Florent Krzakala Lenka Zdeborová MLT 98 16 0 06 Feb 2024
MolTC: Towards Molecular Relational Modeling In Language Models Sihang Li Shuai Zhang Chang Wu Zhengyi Yang Zhiyuan Liu Changhao Nai Kun Wang Wenjie Du Xiang Wang 190 23 0 06 Feb 2024
ServeFlow: A Fast-Slow Model Architecture for Network Traffic Analysis Shinan Liu Ted Shaowang Gerry Wan Jeewon Chae Jonatas Marques Sanjay Krishnan Nick Feamster 76 2 0 06 Feb 2024
Personalized Language Modeling from Personalized Human Feedback Xinyu Li Zachary C. Lipton Liu Leqi ALM 132 59 0 06 Feb 2024
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models Kelvin J.L. Koa Yunshan Ma Ritchie Ng Tat-Seng Chua AIFin LLMAG 106 31 0 06 Feb 2024
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model Aoran Xiao Weihao Xuan Heli Qi Yun Xing Ruijie Ren Xiaoqin Zhang Ling Shao Shijian Lu VLM MLLM 113 15 0 06 Feb 2024
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning Haoxuan Wang Yuzhang Shang Zhihang Yuan Junyi Wu Junchi Yan Yan Yan MQ DiffM 94 30 0 06 Feb 2024
Multimodal Rationales for Explainable Visual Question Answering Kun Li G. Vosselman Michael Ying Yang 132 2 0 06 Feb 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach Sergi Blanco-Cuaresma 55 1 0 05 Feb 2024
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models Yuancheng Xu Jiarui Yao Manli Shu Yanchao Sun Zichu Wu Ning Yu Tom Goldstein Furong Huang AAML 125 25 0 05 Feb 2024
Training-Free Consistent Text-to-Image Generation Yoad Tewel Omri Kaduri Rinon Gal Yoni Kasten Lior Wolf Gal Chechik Yuval Atzmon DiffM 106 69 0 05 Feb 2024
FROSTER: Frozen CLIP Is A Strong Teacher for Open-Vocabulary Action Recognition Xiaohui Huang Hao Zhou Kun Yao Kai Han VLM 102 23 0 05 Feb 2024
Direct-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion Shiyuan Yang Liang Hou Haibin Huang Chongyang Ma Pengfei Wan Di Zhang Xiaodong Chen Jing Liao VGen DiffM 158 86 0 05 Feb 2024
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models Michele Mastromattei Fabio Massimo Zanzotto VLM 73 1 0 05 Feb 2024
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing Yan Shu Weichao Zeng Zhenhang Li Fangmin Zhao Yu Zhou 86 3 0 05 Feb 2024
InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions Yiyuan Zhang Yuhao Kang Zhixin Zhang Xiaohan Ding Sanyuan Zhao Xiangyu Yue VGen 95 4 0 05 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 137 17 0 05 Feb 2024
Time-, Memory- and Parameter-Efficient Visual Adaptation Otniel-Bogdan Mercea Alexey Gritsenko Cordelia Schmid Anurag Arnab VLM 85 15 0 05 Feb 2024
Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods Bo-Kyeong Kim Geonmin Kim Tae-Ho Kim Thibault Castells Shinkook Choi Junho Shin Hyoung-Kyu Song 112 40 0 05 Feb 2024
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models Fei Yuan Chang Ma Shuai Yuan Qiushi Sun Lei Li 68 3 0 05 Feb 2024
Are Large Language Models Table-based Fact-Checkers? Hangwen Zhang Q. Si Peng Fu Zheng Lin Weiping Wang LRM LMTD 83 4 0 04 Feb 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang Pengfeng Xiao 190 62 0 04 Feb 2024
LQER: Low-Rank Quantization Error Reconstruction for LLMs Cheng Zhang Jianyi Cheng George A. Constantinides Yiren Zhao MQ 105 15 0 04 Feb 2024
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models Yong Liu Guo Qin Xiangdong Huang Jianmin Wang Mingsheng Long AI4TS 91 28 0 04 Feb 2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning Li Ren Chen Chen Liqiang Wang Kien Hua 77 5 0 04 Feb 2024
NetLLM: Adapting Large Language Models for Networking Duo Wu Xianda Wang Yaqi Qiao Zhi Wang Junchen Jiang Shuguang Cui Fangxin Wang 96 49 0 04 Feb 2024
Selecting Large Language Model to Fine-tune via Rectified Scaling Law Haowei Lin Baizhou Huang Haotian Ye Qinyu Chen Zihao Wang Sujian Li Jianzhu Ma Xiaojun Wan James Zou Yitao Liang 155 20 0 04 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 108 36 0 04 Feb 2024
Separable Multi-Concept Erasure from Diffusion Models Mengnan Zhao Lihe Zhang Tianhang Zheng Yuqiu Kong Baocai Yin 84 11 0 03 Feb 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs Yifan Zhong Chengdong Ma Xiaoyuan Zhang Ziran Yang Haojun Chen Qingfu Zhang Siyuan Qi Yaodong Yang 137 38 0 03 Feb 2024
Stochastic Two Points Method for Deep Model Zeroth-order Optimization Yijiang Pang Jiayu Zhou 131 1 0 02 Feb 2024
Style Vectors for Steering Generative Large Language Model Kai Konen Sophie Jentzsch Diaoulé Diallo Peer Schutt Oliver Bensch Roxanne El Baff Dominik Opitz Tobias Hecking LLMSV 95 21 0 02 Feb 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment Sungdong Kim Minjoon Seo SyDa ALM 67 2 0 02 Feb 2024
Streaming Sequence Transduction through Dynamic Compression Weiting Tan Yunmo Chen Tongfei Chen Guanghui Qin Haoran Xu Heidi C. Zhang Benjamin Van Durme Philipp Koehn 169 2 0 02 Feb 2024
Segment Any Change Zhuo Zheng Yanfei Zhong Liangpei Zhang Stefano Ermon VLM 94 14 0 02 Feb 2024
Sample, estimate, aggregate: A recipe for causal discovery foundation models Menghua Wu Yujia Bao Regina Barzilay Tommi Jaakkola CML 133 7 0 02 Feb 2024
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? Xue-Yong Fu Md Tahmid Rahman Laskar Elena Khasanova Cheng-Hsiung Chen TN ShashiBhushan ALM 100 23 0 01 Feb 2024
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters Umberto Cappellazzo Daniele Falavigna Alessio Brutti MoE 59 3 0 01 Feb 2024
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents Zelong Li Wenyue Hua Hao Wang He Zhu Yongfeng Zhang LLMAG 144 23 0 01 Feb 2024
CapHuman: Capture Your Moments in Parallel Universes Chao Liang Fan Ma Linchao Zhu Yingying Deng Yi Yang DiffM 80 23 0 01 Feb 2024
SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models Tianhan Xu Zhe Hu LingSen Chen Bin Li LM&MA 85 1 0 01 Feb 2024
Improving Dialog Safety using Socially Aware Contrastive Learning Souvik Das Rohini Srihari 72 1 0 01 Feb 2024
Institutional Platform for Secure Self-Service Large Language Model Exploration V. Bumgardner Mitchell A. Klusty W. V. Logan Samuel E. Armstrong Caylin D. Hickey Jeff Talbert Caylin Hickey Jeff Talbert 143 1 0 01 Feb 2024
Large Scale Generative AI Text Applied to Sports and Music Aaron Baughman Stephen Hammer Rahul Agarwal Gozde Akay Eduardo Morales Tony Johnson Leonid Karlinsky Rogerio Feris 41 3 0 31 Jan 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU Jenny Kunz Oskar Holmström 52 4 0 31 Jan 2024
Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators Daniel Geng Andrew Owens DiffM 83 34 0 31 Jan 2024
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers Shan Zhao Zhitong Xiong Xiao Xiang Zhu AI4TS 63 0 0 31 Jan 2024