Title
TIM: Teaching Large Language Models to Translate with Comparison Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 118 57 0 10 Jul 2023
On decoder-only architecture for speech-to-text and large language model integration Jian Wu Yashesh Gaur Zhuo Chen Long Zhou Yilun Zhu ... Jinyu Li Shujie Liu Bo Ren Linquan Liu Yu-Huan Wu AuLLM 123 136 0 08 Jul 2023
Quantification of Uncertainty with Adversarial Models Kajetan Schweighofer L. Aichberger Mykyta Ielanskyi Günter Klambauer Sepp Hochreiter UQCV 88 17 0 06 Jul 2023
VideoGLUE: Video General Understanding Evaluation of Foundation Models Liangzhe Yuan N. B. Gundavarapu Long Zhao Hao Zhou Huayu Chen ... Florian Schroff Hartwig Adam Ming-Hsuan Yang Ting Liu Boqing Gong ELM 85 10 0 06 Jul 2023
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain Aryo Pradipta Gema Pasquale Minervini Luke Daines Tom Hope Beatrice Alex LM&MA ALM 79 42 0 06 Jul 2023
A Critical Look at the Current Usage of Foundation Model for Dense Recognition Task Shiqi Yang Atsushi Hashimoto Yoshitaka Ushiku DiffM VLM 76 1 0 06 Jul 2023
Scaling In-Context Demonstrations with Structured Attention Tianle Cai Kaixuan Huang Jason D. Lee Mengdi Wang LRM 80 8 0 05 Jul 2023
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models Shengding Hu Ning Ding Weilin Zhao Xingtai Lv Zhen Zhang Zhiyuan Liu Maosong Sun 57 7 0 05 Jul 2023
RanPAC: Random Projections and Pre-trained Models for Continual Learning Mark D Mcdonnell Dong Gong Amin Parvaneh Ehsan Abbasnejad Anton Van Den Hengel VLM CLL 120 112 0 05 Jul 2023
Automating Computational Design with Generative AI J. Ploennigs Markus Berger AI4CE DiffM 74 3 0 05 Jul 2023
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning Deepanway Ghosal Yew Ken Chia Navonil Majumder Soujanya Poria ALM LRM 57 19 0 05 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 171 348 0 05 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 126 177 0 05 Jul 2023
Generative Artificial Intelligence Reproducibility and Consensus Edward J. Kim I. Isozaki N. Sirkin Michael Robson 41 0 0 04 Jul 2023
Embodied Task Planning with Large Language Models Zhenyu Wu Ziwei Wang Xiuwei Xu Jiwen Lu Haibin Yan LM&Ro LLMAG 81 76 0 04 Jul 2023
EdgeFace: Efficient Face Recognition Model for Edge Devices Anjith George Christophe Ecabert Hatef Otroshi-Shahreza Ketan Kotwal S´ebastien Marcel CVBM 71 26 0 04 Jul 2023
On Conditional and Compositional Language Model Differentiable Prompting Jonathan Pilault Can Liu Joey Tianyi Zhou Markus Dreyer 52 1 0 04 Jul 2023
Improving Language Plasticity via Pretraining with Active Forgetting Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 116 27 0 03 Jul 2023
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking Qinyong Wang Zhenxiang Gao Rong Xu 88 14 0 03 Jul 2023
Cross-modality Attention Adapter: A Glioma Segmentation Fine-tuning Method for SAM Using Multimodal Brain MR Images Xiaoyu Shi Shurong Chai Yinhao Li Jingliang Cheng J. Bai Guohua Zhao Yen-Wei Chen 60 7 0 03 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 102 48 0 03 Jul 2023
DoReMi: Grounding Language Model by Detecting and Recovering from Plan-Execution Misalignment Yanjiang Guo Yen-Jen Wang Lihan Zha Zheyuan Jiang Jianyu Chen LM&Ro 113 41 0 01 Jul 2023
Stitched ViTs are Flexible Vision Backbones Zizheng Pan Jing Liu Haoyu He Jianfei Cai Bohan Zhuang 53 3 0 30 Jun 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs Lijun Yu Yong Cheng Zhiruo Wang Vivek Kumar Wolfgang Macherey ... Yonatan Bisk Ming-Hsuan Yang Kevin Patrick Murphy Alexander G. Hauptmann Lu Jiang MLLM 97 52 0 30 Jun 2023
DisCo: Disentangled Control for Realistic Human Dance Generation Tan Wang Linjie Li Kevin Qinghong Lin Yuanhao Zhai Chung-Ching Lin Zhengyuan Yang Hanwang Zhang Zicheng Liu Lijuan Wang VGen 141 89 0 30 Jun 2023
MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems Markus J. Buehler AI4CE 110 43 0 30 Jun 2023
An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training Z. Chen Mingyu Ding Songlin Yang Wei Zhan Masayoshi Tomizuka Erik Learned-Miller Chuang Gan MoE 67 8 0 29 Jun 2023
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization Minghua Liu Chao Xu Haian Jin Ling-Hao Chen T. MukundVarma Zexiang Xu Hao Su 140 469 0 29 Jun 2023
CMATH: Can Your Language Model Pass Chinese Elementary School Math Test? Tianwen Wei Jian Luan Wen Liu Shuang Dong Bin Wang ELM 79 36 0 29 Jun 2023
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark Federico Berto Chuanbo Hua J. Park Laurin Luttmann Yining Ma ... Guojie Song Changhyun Kwon Kevin Tierney Lin Xie Jinkyoo Park OffRL 122 29 0 29 Jun 2023
On the Exploitability of Instruction Tuning Manli Shu Jiong Wang Chen Zhu Jonas Geiping Chaowei Xiao Tom Goldstein SILM 141 99 0 28 Jun 2023
Effective Transfer of Pretrained Large Visual Model for Fabric Defect Segmentation via Specifc Knowledge Injection Zhewei Chen W. Wong Zuofeng Zhong Jinpiao Liao Ying Qu 50 3 0 28 Jun 2023
Extending Context Window of Large Language Models via Positional Interpolation Shouyuan Chen Sherman Wong Liangjian Chen Yuandong Tian 169 543 0 27 Jun 2023
Approximated Prompt Tuning for Vision-Language Pre-trained Models Qiong Wu Shubin Huang Yiyi Zhou Pingyang Dai Annan Shu Guannan Jiang Rongrong Ji VLM VPVLM 42 2 0 27 Jun 2023
When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Weiming Zhuang Chen Chen Lingjuan Lyu Chong Chen Yaochu Jin Lingjuan Lyu AIFin AI4CE 223 98 0 27 Jun 2023
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome Zhihan Zhou Yanrong Ji Weijian Li Pratik Dutta R. Davuluri Han Liu 105 195 0 26 Jun 2023
Learning to Modulate pre-trained Models in RL Thomas Schmied M. Hofmarcher Fabian Paischer Razvan Pascanu Sepp Hochreiter CLL OffRL 105 18 0 26 Jun 2023
Composing Parameter-Efficient Modules with Arithmetic Operations Jinghan Zhang Shiqi Chen Junteng Liu Junxian He KELM MoMe 113 126 0 26 Jun 2023
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning Fuxiao Liu Kevin Qinghong Lin Linjie Li Jianfeng Wang Yaser Yacoob Lijuan Wang VLM MLLM 172 287 0 26 Jun 2023
Fauno: The Italian Large Language Model that will leave you senza parole! Andrea Bacciu Giovanni Trappolini Andrea Santilli Emanuele Rodolà Fabrizio Silvestri 57 18 0 26 Jun 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing Yujun Shi Chuhui Xue Jun Hao Liew Jiachun Pan Hanshu Yan Wenqing Zhang Vincent Y. F. Tan Song Bai 147 220 0 26 Jun 2023
Text-Anchored Score Composition: Tackling Condition Misalignment in Text-to-Image Diffusion Models Luozhou Wang Guibao Shen Wenhang Ge Guangyong Chen Yijun Li Yingke Chen DiffM 78 4 0 26 Jun 2023
DesCo: Learning Object Recognition with Rich Language Descriptions Liunian Harold Li Zi-Yi Dou Nanyun Peng Kai-Wei Chang ObjD VLM 82 22 0 24 Jun 2023
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 54 0 0 23 Jun 2023
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation Zihao Yue Anwen Hu Liang Zhang Qin Jin 101 2 0 23 Jun 2023
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models Chaoyou Fu Peixian Chen Yunhang Shen Yulei Qin Mengdan Zhang ... Xiawu Zheng Ke Li Xing Sun Zhenyu Qiu Rongrong Ji ELM MLLM 150 859 0 23 Jun 2023
Towards More Realistic Membership Inference Attacks on Large Diffusion Models Jan Dubiñski Antoni Kowalczuk Stanislaw Pawlak Przemyslaw Rokita Tomasz Trzciñski P. Morawiecki 72 30 0 22 Jun 2023
FuXi: A cascade machine learning forecasting system for 15-day global weather forecast Lei Chen Xiaohui Zhong Feng-jun Zhang Yuan Cheng Yinghui Xu Yuan Qi Hao Li AI4Cl 106 229 0 22 Jun 2023
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible Adapter Binjie Zhang Yixiao Ge Xuyuan Xu Ying Shan Mike Zheng Shou 94 8 0 22 Jun 2023
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities Xudong Shen H. Brown Jiashu Tao Martin Strobel Yao Tong Akshay Narayan Harold Soh Finale Doshi-Velez 98 3 0 22 Jun 2023