Title
C3LLM: Conditional Multimodal Content Generation Using Large Language Models Zixuan Wang Qinkai Duan Yu-Wing Tai Chi-Keung Tang 121 3 0 25 May 2024
PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus Zhaochen Liu Limeng Qiao Xiangxiang Chu Tingting Jiang 78 2 0 25 May 2024
Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness Jieren Deng Hanbin Hong A. Palmer Xin Zhou Jinbo Bi Kaleel Mahmood Yuan Hong Derek Aguiar AAML 69 0 0 25 May 2024
Feature Protection For Out-of-distribution Generalization Lu Tan Huei Zhou Yinxiang Huang Zeming Zheng Yujiu Yang OODD 84 0 0 25 May 2024
PatchProt: Hydrophobic patch prediction using protein foundation models Dea Gogishvili Emmanuel Minois-Genin Jan van Eck Sanne Abeln 53 2 0 24 May 2024
ExactDreamer: High-Fidelity Text-to-3D Content Creation via Exact Score Matching Yumin Zhang Xingyu Miao Haoran Duan Bo Wei Tejal Shah Yang Long R. Ranjan 64 3 0 24 May 2024
Scaling Laws for Discriminative Classification in Large Language Models Dean Wyatte Fatemeh Tahmasbi Ming Li Thomas Markovich 99 2 0 24 May 2024
Optimizing Large Language Models for OpenAPI Code Completion Bohdan Petryshyn M. Lukoševičius LLMAG ALM 74 0 0 24 May 2024
Disease-informed Adaptation of Vision-Language Models Jiajin Zhang Ge Wang Mannudeep K. Kalra Pingkun Yan VLM 89 4 0 24 May 2024
Class Machine Unlearning for Complex Data via Concepts Inference and Data Poisoning Wenhan Chang Tianqing Zhu Heng Xu Wenjian Liu Wanlei Zhou MU 132 4 0 24 May 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models Shengchao Chen Guodong Long Jing Jiang Chengqi Zhang 103 6 0 24 May 2024
DAGER: Exact Gradient Inversion for Large Language Models Ivo Petrov Dimitar I. Dimitrov Maximilian Baader Mark Niklas Muller Martin Vechev FedML 101 5 0 24 May 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 149 21 0 24 May 2024
BiSup: Bidirectional Quantization Error Suppression for Large Language Models Minghui Zou Ronghui Guo Sai Zhang Xiaowang Zhang Zhiyong Feng MQ 85 1 0 24 May 2024
SoundLoCD: An Efficient Conditional Discrete Contrastive Latent Diffusion Model for Text-to-Sound Generation Xinlei Niu Jing Zhang Christian J. Walder Charles Patrick Martin 64 2 0 24 May 2024
SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance Guibao Shen Luozhou Wang Jiantao Lin Wenhang Ge Chaozhe Zhang ... Pengfei Wan Zhong-ming Wang Guangyong Chen Yijun Li Yingcong Chen 71 10 0 24 May 2024
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users Guanlin Li Kangjie Chen Shudong Zhang Jie Zhang Tianwei Zhang EGVM 99 14 0 24 May 2024
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation Abhinav C. P. Jain Swarat Chaudhuri Thomas W. Reps Christopher M. Jermaine 87 2 0 24 May 2024
iVideoGPT: Interactive VideoGPTs are Scalable World Models Jialong Wu Shaofeng Yin Ningya Feng Xu He Dong Li Haifeng Zhang Mingsheng Long VGen 127 40 0 24 May 2024
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety Yu Fu Wen Xiao Jia Chen Jiachen Li Evangelos E. Papalexakis Aichi Chien Yue Dong AAML 70 4 0 24 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 87 2 0 24 May 2024
Machine Unlearning in Large Language Models Saaketh Koundinya Gundavarapu Shreya Agarwal Arushi Arora Chandana Thimmalapura Jagadeeshaiah MU 40 0 0 24 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 94 5 0 24 May 2024
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization Zhe Li Bicheng Ying Zidong Liu Chaosheng Dong Haibo Yang FedML 141 3 0 24 May 2024
Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks Jialin Zhao Yingtao Zhang Xinghang Li Huaping Liu C. Cannistraci 72 1 0 24 May 2024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement Xiyao Wang Jiuhai Chen Zhaoyang Wang Yuhang Zhou Yiyang Zhou ... Dinesh Manocha Tom Goldstein Parminder Bhatia Furong Huang Cao Xiao 207 38 0 24 May 2024
Video Diffusion Models are Training-free Motion Interpreter and Controller Zeqi Xiao Yifan Zhou Shuai Yang Xingang Pan VGen 131 24 0 23 May 2024
Bitune: Bidirectional Instruction-Tuning D. J. Kopiczko Tijmen Blankevoort Yuki Markus Asano 50 3 0 23 May 2024
Calibrated Self-Rewarding Vision Language Models Yiyang Zhou Zhiyuan Fan Dongjie Cheng Sihan Yang Zhaorun Chen Chenhang Cui Xiyao Wang Yun Li Linjun Zhang Huaxiu Yao VLM 145 34 0 23 May 2024
Reinforcing Language Agents via Policy Optimization with Action Decomposition Muning Wen Bo Liu Weinan Zhang Jun Wang Ying Wen 80 10 0 23 May 2024
PoseCrafter: One-Shot Personalized Video Synthesis Following Flexible Pose Control Yong Zhong Min Zhao Zebin You Xiaofeng Yu Changwang Zhang Chongxuan Li DiffM 109 6 0 23 May 2024
MoGU: A Framework for Enhancing Safety of Open-Sourced LLMs While Preserving Their Usability Yanrui Du Sendong Zhao Danyang Zhao Ming Ma Yuhan Chen Liangyu Huo Qing Yang Dongliang Xu Bing Qin 76 11 0 23 May 2024
RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models Xiangkun Hu Dongyu Ru Lin Qiu Qipeng Guo Tianhang Zhang Yang Xu Yun Luo Pengfei Liu Yue Zhang Zheng Zhang HILM LRM 98 9 0 23 May 2024
Worldwide Federated Training of Language Models Alexandru Iacob Lorenzo Sani Bill Marino Preslav Aleksandrov William F. Shen Nicholas D. Lane FedML 86 2 0 23 May 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models Kun Zhou Beichen Zhang Jiapeng Wang Zhipeng Chen Wayne Xin Zhao Jing Sha Zhichao Sheng Shijin Wang Ji-Rong Wen SyDa LRM 115 34 0 23 May 2024
From Text to Pixel: Advancing Long-Context Understanding in MLLMs Yujie Lu Xiujun Li Tsu-Jui Fu Miguel P. Eckstein William Y. Wang VLM 75 2 0 23 May 2024
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data Haoran Li Xinyuan Zhao Dadi Guo Hanlin Gu Huiping Zhuang Yuxing Han Yangqiu Song Lixin Fan Qiang Yang 101 1 0 23 May 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 112 5 0 23 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 218 24 0 23 May 2024
FreeTuner: Any Subject in Any Style with Training-free Diffusion Youcan Xu Zhen Wang Jun Xiao Wei Liu Long Chen DiffM 82 11 0 23 May 2024
Super Tiny Language Models Dylan Hillier Leon Guertler Cheston Tan Palaash Agrawal Ruirui Chen Bobby Cheng 118 6 0 23 May 2024
Mixture of Experts Meets Prompt-Based Continual Learning Minh Le An Nguyen Huy Nguyen Trang Nguyen Trang Pham L. Ngo Nhat Ho CLL 137 14 0 23 May 2024
Implicit In-context Learning Zhuowei Li Zihao Xu Ligong Han Yunhe Gao Song Wen Di Liu Hao Wang Dimitris N. Metaxas 159 3 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 164 5 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 351 54 0 23 May 2024
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks Michelle Halbheer Dominik J. Mühlematter Alexander Becker Dominik Narnhofer Helge Aasen Konrad Schindler Mehmet Özgür Türkoglu UQCV 129 3 0 23 May 2024
Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning Chongjie Si Xuehui Wang Xue Yang Zhengqin Xu Qingyun Li Jifeng Dai Yu Qiao Xiaokang Yang Wei Shen 86 7 0 23 May 2024
Spectral Adapter: Fine-Tuning in Spectral Space Fangzhao Zhang Mert Pilanci 74 14 0 22 May 2024
Text Prompting for Multi-Concept Video Customization by Autoregressive Generation D. Kothandaraman Kihyuk Sohn Ruben Villegas P. Voigtlaender Dinesh Manocha Mohammad Babaeizadeh VGen DiffM 59 2 0 22 May 2024
Why Not Transform Chat Large Language Models to Non-English? Xiang Geng Ming Zhu Jiahuan Li Zhejian Lai Wei Zou ... Xinglin Lyu Min Zhang Jiajun Chen Hao Yang Shujian Huang 72 2 0 22 May 2024