Title
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data Simone Luetto Fabrizio Garuti E. Sangineto L. Forni Rita Cucchiara LMTD AI4TS 79 10 0 13 Feb 2023
SemanticAC: Semantics-Assisted Framework for Audio Classification Yicheng Xiao Yue Ma Shuyan Li Hantao Zhou Ran Liao Xiu Li 13 8 0 12 Feb 2023
LipLearner: Customizable Silent Speech Interactions on Mobile Devices Zixiong Su Shitao Fang Jun Rekimoto 16 26 0 12 Feb 2023
Flexible-modal Deception Detection with Audio-Visual Adapter Zhaoxu Li Zitong Yu Nithish Muthuchamy Selvaraj Xiaobao Guo Bingquan Shen A. Kong Alex C. Kot 19 2 0 11 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 61 569 0 10 Feb 2023
End-to-end Semantic Object Detection with Cross-Modal Alignment Silvan Ferreira Allan Martins Ivan S. S. Silva ObjD 16 0 0 10 Feb 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick Pierre Harvey Richemond Allison C. Tam Yunhao Tang Florian Strub Bilal Piot Felix Hill SSL 26 9 0 09 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 60 61 0 09 Feb 2023
Prompting for Multimodal Hateful Meme Classification Rui Cao Roy Ka-Wei Lee Wen-Haw Chong Jing Jiang VLM 17 74 0 08 Feb 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models Hyeonho Jeong Gihyun Kwon Jong Chul Ye 24 20 0 08 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 19 4 0 07 Feb 2023
AIM: Adapting Image Models for Efficient Video Action Recognition Taojiannan Yang Yi Zhu Yusheng Xie Aston Zhang C. L. P. Chen Mu Li ViT 39 143 0 06 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 50 506 0 06 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 11 27 0 06 Feb 2023
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval Ziyang Luo Pu Zhao Can Xu Xiubo Geng Tao Shen Chongyang Tao Jing Ma Qingwen Lin Daxin Jiang VLM CLIP 17 3 0 06 Feb 2023
Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey Daniel Bogdoll Svenja Uhlemeyer K. Kowol J. Marius Zöllner 17 19 0 06 Feb 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Zachary Novack Julian McAuley Zachary Chase Lipton Saurabh Garg VLM 19 79 0 06 Feb 2023
Mixture of Diffusers for scene composition and high resolution image generation Á. Jiménez DiffM 13 45 0 05 Feb 2023
Eliminating Contextual Prior Bias for Semantic Image Editing via Dual-Cycle Diffusion Zuopeng Yang Tianshu Chu Xin Lin Erdun Gao Daqing Liu J. Yang Chaoyue Wang DiffM 21 16 0 05 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 28 117 0 05 Feb 2023
Lexical Simplification using multi level and modular approach Nikita Katyal P. Rajpoot 24 0 0 03 Feb 2023
TEXTure: Text-Guided Texturing of 3D Shapes Elad Richardson G. Metzer Yuval Alaluf Raja Giryes Daniel Cohen-Or DiffM 31 258 0 03 Feb 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Anji Liu Xiaojian Ma Yitao Liang LM&Ro LLMAG 55 315 0 03 Feb 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation Ronghao Dang Lu Chen Liuyi Wang Zongtao He Chengju Liu Qi Chen LRM 17 8 0 03 Feb 2023
IC3: Image Captioning by Committee Consensus David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 19 17 0 02 Feb 2023
A Survey on Efficient Training of Transformers Bohan Zhuang Jing Liu Zizheng Pan Haoyu He Yuetian Weng Chunhua Shen 18 47 0 02 Feb 2023
Meta Learning in Decentralized Neural Networks: Towards More General AI Yuwei Sun OOD 19 1 0 02 Feb 2023
CLIPood: Generalizing CLIP to Out-of-Distributions Yang Shu Xingzhuo Guo Jialong Wu Ximei Wang Jianmin Wang Mingsheng Long OODD VLM 41 74 0 02 Feb 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases Santosh T.Y.S.S Santosh T.Y.S.S Phillip Kemper Matthias Grabmair AILaw 40 13 0 01 Feb 2023
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification Kanishk Jain Shyamgopal Karthik Vineet Gandhi 11 5 0 01 Feb 2023
Towards Label-Efficient Incremental Learning: A Survey Mert Kilickaya Joost van de Weijer Yuki M. Asano CLL 20 4 0 01 Feb 2023
The geometry of hidden representations of large transformer models L. Valeriani Diego Doimo F. Cuturello A. Laio A. Ansuini Alberto Cazzaniga MILM 19 48 0 01 Feb 2023
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization Lukas Haas Silas Alberti Michal Skreta VLM 18 21 0 01 Feb 2023
Debiasing Vision-Language Models via Biased Prompts Ching-Yao Chuang Varun Jampani Yuanzhen Li Antonio Torralba Stefanie Jegelka VLM 23 96 0 31 Jan 2023
Extracting Training Data from Diffusion Models Nicholas Carlini Jamie Hayes Milad Nasr Matthew Jagielski Vikash Sehwag Florian Tramèr Borja Balle Daphne Ippolito Eric Wallace DiffM 55 569 0 30 Jan 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation KAI-QING Zhou Kai Zheng Connor Pryor Yilin Shen Hongxia Jin Lise Getoor X. Wang 16 107 0 30 Jan 2023
Advancing Radiograph Representation Learning with Masked Record Modeling Hong-Yu Zhou Chenyu Lian Lian-cheng Wang Yizhou Yu MedIm 20 55 0 30 Jan 2023
Contrastive Meta-Learning for Partially Observable Few-Shot Learning Adam Jelley Amos Storkey Antreas Antoniou Sam Devlin 11 6 0 30 Jan 2023
Language-Driven Anchors for Zero-Shot Adversarial Robustness Xiao-Li Li Wei Emma Zhang Yining Liu Zhan Hu Bo-Wen Zhang Xiaolin Hu 26 8 0 30 Jan 2023
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens Chen Chen Bowen Zhang Liangliang Cao Jiguang Shen Tom Gunter Albin Madappally Jose Alexander Toshev Jonathon Shlens Ruoming Pang Yinfei Yang VLM 3DV 12 13 0 30 Jan 2023
Benchmarking Robustness to Adversarial Image Obfuscations Florian Stimberg Ayan Chakrabarti Chun-Ta Lu Hussein Hazimeh Otilia Stretcu ... Merve Kaya Cyrus Rashtchian Ariel Fuxman Mehmet Tek Sven Gowal AAML 24 10 0 30 Jan 2023
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis Ming Tao Bingkun Bao Hao Tang Changsheng Xu DiffM VLM 58 100 0 30 Jan 2023
Extremal Domain Translation with Neural Optimal Transport Milena Gazdieva Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 18 11 0 30 Jan 2023
Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval Yizhen Chen Jie Wang Lijian Lin Zhongang Qi Jin Ma Ying Shan VLM 16 18 0 30 Jan 2023
A Closer Look at Few-shot Classification Again Xu Luo Hao Wu Ji Zhang Lianli Gao Jing Xu Jingkuan Song 22 48 0 28 Jan 2023
CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning Peng Zhang Yingbo Zhou Ming Hu Xin Fu Xian Wei Mingsong Chen FedML 11 1 0 28 Jan 2023
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning Jiajun Ma Tianyang Hu Wenjia Wang 15 8 0 28 Jan 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts Minghao Xu Xinyu Yuan Santiago Miret Jian Tang AI4TS 17 93 0 28 Jan 2023
Learning the Effects of Physical Actions in a Multi-modal Environment Gautier Dagan Frank Keller A. Lascarides LM&Ro 25 3 0 27 Jan 2023
Bayesian Self-Supervised Contrastive Learning B. Liu Bang-wei Wang Tianrui Li SSL BDL 16 4 0 27 Jan 2023