Title
Self-Improving Robust Preference Optimization Eugene Choi Arash Ahmadian Matthieu Geist Oilvier Pietquin M. G. Azar 122 9 0 03 Jun 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents Zi-Yi Dou Cheng-Fu Yang Xueqing Wu Kai-Wei Chang Nanyun Peng LRM 168 10 0 03 Jun 2024
OLIVE: Object Level In-Context Visual Embeddings Timothy Ossowski Junjie Hu OCL VLM 101 0 0 02 Jun 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting Jincheng Zhong Xingzhuo Guo Jiaxiang Dong Mingsheng Long DiffM 101 2 0 02 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment Dinghuai Zhang Yizhe Zhang Jiatao Gu Ruixiang Zhang J. Susskind Navdeep Jaitly Shuangfei Zhai EGVM 144 10 0 02 Jun 2024
Transforming Computer Security and Public Trust Through the Exploration of Fine-Tuning Large Language Models Garrett Crumrine I. Alsmadi Jesus Guerrero Yuvaraj Munian 98 1 0 02 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 145 5 0 01 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 169 204 0 01 Jun 2024
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection Luigi Capogrosso Federico Girella Francesco Taioli Michele Chiara Muhammad Aqeel Franco Fummi Francesco Setti Marco Cristani 71 5 0 01 Jun 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning Duojun Huang Xinyu Xiong Jie Ma Jichang Li Zequn Jie Lin Ma Guanbin Li VLM 121 13 0 01 Jun 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 278 1 0 01 Jun 2024
Artemis: Towards Referential Understanding in Complex Videos Jihao Qiu Yuan Zhang Xi Tang Lingxi Xie Tianren Ma Pengyu Yan David Doermann Qixiang Ye Yunjie Tian VLM VGen 90 10 0 01 Jun 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation Zhuo Chen Rumen Dangovski Charlotte Loh Owen Dugan Di Luo Marin Soljacic MQ 109 9 0 31 May 2024
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes Riccardo Benaglia Angelo Porrello Pietro Buzzega Simone Calderara Rita Cucchiara 62 0 0 31 May 2024
Provably Efficient Interactive-Grounded Learning with Personalized Reward Mengxiao Zhang Yuheng Zhang Haipeng Luo Paul Mineiro 58 1 0 31 May 2024
Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders Naﬁz Abeer Sanket Jantre Nathan M. Urban Byung-Jun Yoon 93 0 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 180 0 0 31 May 2024
Scalable Bayesian Learning with posteriors Samuel Duffield Kaelan Donatella Johnathan Chiu Phoebe Klett Daniel Simpson BDL UQCV 203 2 0 31 May 2024
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining Yi Wang C. Albrecht Xiao Xiang Zhu 91 10 0 30 May 2024
S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs Wei Zhong Manasa Bharadwaj 125 7 0 30 May 2024
Large Language Models Can Self-Improve At Web Agent Tasks Ajay Patel M. Hofmarcher Claudiu Leoveanu-Condrei Marius-Constantin Dinu Chris Callison-Burch Sepp Hochreiter LLMAG 122 31 0 30 May 2024
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World Wenli Sun Xinyang Jiang Dongsheng Li Cairong Zhao DiffM AAML 81 2 0 30 May 2024
GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation Ehud Malul Yair Meidan D. Mimran Yuval Elovici A. Shabtai 110 5 0 30 May 2024
From Symbolic Tasks to Code Generation: Diversification Yields Better Task Performers Dylan Zhang Justin Wang Francois Charton 57 0 0 30 May 2024
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding Kuo Liao Shuang Li Meng Zhao Liqun Liu Mengge Xue Zhenyu Hu Honglin Han Chengguo Yin 93 1 0 30 May 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension Yihe Deng Pan Lu Fan Yin Ziniu Hu Sheng Shen James Zou Kai-Wei Chang Wei Wang SyDa VLM LRM 100 46 0 30 May 2024
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors Vijay Lingam Atula Tejaswi Aditya Vavre Aneesh Shetty Gautham Krishna Gudur Joydeep Ghosh Alexandros G. Dimakis Eunsol Choi Aleksandar Bojchevski Sujay Sanghavi 122 18 0 30 May 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 102 1 0 30 May 2024
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs Zichao Hu Junyi Jessy Li Arjun Guha Joydeep Biswas SyDa ALM 128 1 0 30 May 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Alex C. Kot Bihan Wen 112 3 0 30 May 2024
Unlearning Climate Misinformation in Large Language Models Michael Fore Simranjit Singh Chaehong Lee Amritanshu Pandey Antonios Anastasopoulos Dimitrios Stamoulis MU 121 1 0 29 May 2024
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter Meng Cao Haoran Tang Jinfa Huang Peng Jin Can Zhang Ruyang Liu Long Chen Xiaodan Liang Li-ming Yuan Ge Li 174 14 0 29 May 2024
X-VILA: Cross-Modality Alignment for Large Language Model Hanrong Ye De-An Huang Yao Lu Zhiding Yu Ming-Yu Liu ... Jan Kautz Song Han Dan Xu Pavlo Molchanov Hongxu Yin MLLM VLM 88 35 0 29 May 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications Dingkang Yang Jinjie Wei Dongling Xiao Shunli Wang Tong Wu ... Yue Jiang Qingyao Xu Ke Li Peng Zhai Lihua Zhang LM&MA 111 11 0 29 May 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 96 16 0 29 May 2024
BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation Chen Wang Minpeng Liao Zhongqiang Huang Jiajun Zhang ALM AuLLM 92 3 0 29 May 2024
Auto-selected Knowledge Adapters for Lifelong Person Re-identification Xuelin Qian Ruiqi Wu Gong Cheng Junwei Han CLL 108 2 0 29 May 2024
Kestrel: Point Grounding Multimodal LLM for Part-Aware 3D Vision-Language Understanding Junjie Fei Mahmoud Ahmed Jian Ding Eslam Mohamed Bakr Mohamed Elhoseiny 74 4 0 29 May 2024
Compressing Large Language Models using Low Rank and Low Precision Decomposition R. Saha Naomi Sagan Varun Srivastava Andrea J. Goldsmith Mert Pilanci MQ 70 22 0 29 May 2024
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection Raman Dutt Pedro Sanchez Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 162 1 0 29 May 2024
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization Xiaobo Guo Jay Desai Srinivasan H. Sengamedu AI4TS 78 0 0 28 May 2024
Low-rank finetuning for LLMs: A fairness perspective Saswat Das Marco Romanelli Cuong Tran Zarreen Reza B. Kailkhura Ferdinando Fioretto 74 2 0 28 May 2024
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning Yixiao Zhang Yukara Ikemiya Woosung Choi Naoki Murata Marco A. Martínez-Ramírez Liwei Lin Gus Xia Wei-Hsiang Liao Yuki Mitsufuji Simon Dixon 111 12 0 28 May 2024
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models Anthony Sarah S. N. Sridhar Maciej Szankin Sairam Sundaresan 103 7 0 28 May 2024
Multi-modal Generation via Cross-Modal In-Context Learning Amandeep Kumar Muzammal Naseer Sanath Narayan Rao Muhammad Anwer Salman Khan Hisham Cholakkal MLLM 99 1 0 28 May 2024
IAPT: Instruction-Aware Prompt Tuning for Large Language Models Wei-wei Zhu Aaron Xuxiang Tian Congrui Yin Yuan Ni Xiaoling Wang Guotong Xie 96 0 0 28 May 2024
Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification Areeg Fahad Rasheed M. Zarkoosh 28 5 0 28 May 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 126 1 0 28 May 2024
Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment Keming Lu Bowen Yu Fei Huang Yang Fan Runji Lin Chang Zhou MoMe 85 21 0 28 May 2024
The Evolution of Multimodal Model Architectures S. Wadekar Abhishek Chaurasia Aman Chadha Eugenio Culurciello 121 18 0 28 May 2024