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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

50 / 3,025 papers shown

Title
Optimal OnTheFly Feedback Control of Event Sensors V. Vishnevskiy Greg Burman Sebastian Kozerke Diederik Paul Moeys 72 1 0 23 Aug 2024
Joint Hypergraph Rewiring and Memory-Augmented Forecasting Techniques in Digital Twin Technology Sagar Srinivas Sakhinana Krishna Sai Sudhir Aripirala Shivam Gupta Venkataramana Runkana 64 0 0 22 Aug 2024
Multi-Source Knowledge-Based Hybrid Neural Framework for Time Series Representation Learning Sagar Srinivas Sakhinana Krishna Sai Sudhir Aripirala Shivam Gupta Venkataramana Runkana BDL AI4TS AI4CE 114 0 0 22 Aug 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation Junyu Luo Zhiping Xiao Yifan Wang Xiao Luo Jingyang Yuan Wei Ju Langechuan Liu Ming Zhang 93 8 0 22 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 105 2 0 21 Aug 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 134 15 0 19 Aug 2024
Parallel Sampling via Counting Nima Anari Ruiquan Gao Aviad Rubinstein 112 4 0 18 Aug 2024
Neural Reward Machines Elena Umili F. Argenziano Roberto Capobianco NAI 71 2 0 16 Aug 2024
DeepDFA: Automata Learning through Neural Probabilistic Relaxations Elena Umili Roberto Capobianco AI4CE 68 2 0 16 Aug 2024
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction Yunpeng Weng Xing Tang Zhenhao Xu Fuyuan Lyu Dugang Liu Zexu Sun Xiuqiang He 76 4 0 16 Aug 2024
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Hao Fei DiffM 158 1 0 16 Aug 2024
Multi-Modal Dialogue State Tracking for Playing GuessWhich Game Wei Pang Ruixue Duan Jinfu Yang Ning Li 67 0 0 15 Aug 2024
Analytical Uncertainty-Based Loss Weighting in Multi-Task Learning Lukas Kirchdorfer Cathrin Elich Simon Kutsche Heiner Stuckenschmidt Lukas Schott Jan M. Kohler 73 5 0 15 Aug 2024
Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 82 0 0 14 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 107 7 0 13 Aug 2024
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization Junjie He Yifeng Geng Liefeng Bo DiffM 119 23 0 12 Aug 2024
DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation Jisoo Kim Jungbin Cho Joonho Park Soonmin Hwang Da Eun Kim Geon Kim Youngjae Yu 142 1 0 12 Aug 2024
Sampling Foundational Transformer: A Theoretical Perspective Viet Anh Nguyen Minh Lenhat Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 110 0 0 11 Aug 2024
SAMSA: Efficient Transformer for Many Data Modalities Minh Lenhat Viet Anh Nguyen Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 111 0 0 10 Aug 2024
Survey: Transformer-based Models in Data Modality Conversion Elyas Rashno Amir Eskandari Aman Anand F. Zulkernine MedIm 97 0 0 08 Aug 2024
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization Zhou Qin Kai Yuan Pratik Lahiri Wenyang Liu BDL 124 0 0 08 Aug 2024
Re-ENACT: Reinforcement Learning for Emotional Speech Generation using Actor-Critic Strategy Ravi Shankar Archana Venkataraman 65 0 0 04 Aug 2024
Block-Operations: Using Modular Routing to Improve Compositional Generalization Florian Dietz Dietrich Klakow AI4CE 63 0 0 01 Aug 2024
Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck Yuntao Shou Haozhi Lan Xiangyong Cao 104 12 0 01 Aug 2024
MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images JongWoo Kim Bryan Wong Y. Ko MunYong Yi MunYong Yi 63 0 0 31 Jul 2024
How to Choose a Reinforcement-Learning Algorithm Fabian Bongratz Vladimir Golkov Lukas Mautner Luca Della Libera Frederik Heetmeyer Felix Czaja Julian Rodemann Daniel Cremers 75 1 0 30 Jul 2024
A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder Hyun Rae Jo Dong Kun Shin 87 6 0 30 Jul 2024
Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning JongWoo Kim SeongYeub Chu HyeongMin Park Bryan Wong MunYong Yi 68 0 0 30 Jul 2024
UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 127 2 0 28 Jul 2024
Can Modifying Data Address Graph Domain Adaptation? Renhong Huang Jiarong Xu Xin Jiang Ruichuan An Yang Yang OOD 119 6 0 27 Jul 2024
Parameter-Efficient Fine-Tuning via Circular Convolution Aochuan Chen Jiashun Cheng Zijing Liu Ziqi Gao Fugee Tsung Yu-Feng Li Jia Li 151 3 0 27 Jul 2024
RefMask3D: Language-Guided Transformer for 3D Referring Segmentation Shuting He Henghui Ding 97 10 0 25 Jul 2024
A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms Ari Blau Evan S Schaffer Neeli Mishra Nathaniel J. Miska The International Brain Laboratory Liam Paninski Matthew R Whiteway 87 0 0 23 Jul 2024
ESOD: Efficient Small Object Detection on High-Resolution Images Kai-Chun Liu Zhihang Fu Sheng Jin Ze Chen Fan Zhou Rongxin Jiang Yao-Shen Chen Jieping Ye ObjD 104 4 0 23 Jul 2024
Decomposition of Neural Discrete Representations for Large-Scale 3D Mapping Minseong Park Suhan Woo Euntai Kim 3DV 60 0 0 22 Jul 2024
PECAN: Personalizing Robot Behaviors through a Learned Canonical Space Heramb Nemlekar Robert Ramirez Sanchez Dylan P. Losey 107 3 0 22 Jul 2024
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency Xuexin Chen Ruichu Cai Kaitao Zheng Zhifan Jiang Zhengting Huang Zhifeng Hao Zijian Li 134 0 0 21 Jul 2024
D $^4$ -VTON: Dynamic Semantics Disentangling for Differential Diffusion based Virtual Try-On Zhaotong Yang Zicheng Jiang Xinzhe Li Huiyu Zhou Junyu Dong Huaidong Zhang Yong Du DiffM 70 1 0 21 Jul 2024
Out of spuriousity: Improving robustness to spurious correlations without group annotations Phuong Quynh Le Jorg Schlotterer Christin Seifert CML OOD 72 2 0 20 Jul 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 129 15 0 20 Jul 2024
PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer Jiahong Ma Mingguo He Zhewei Wei 97 4 0 19 Jul 2024
Towards Dynamic Feature Acquisition on Medical Time Series by Maximizing Conditional Mutual Information Fedor Sergeev Paola Malsot Gunnar Rätsch Vincent Fortuin AI4TS 88 0 0 18 Jul 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models Leyang Shen Gongwei Chen Rui Shao Weili Guan Liqiang Nie MoE 81 12 0 17 Jul 2024
Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions Harrie Oosterhuis Lijun Lyu Avishek Anand FAtt 109 1 0 16 Jul 2024
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation Wenda Li Kaixuan Chen Shunyu Liu Tongya Zheng Wenjie Huang Mingli Song 88 0 0 13 Jul 2024
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization Orevaoghene Ahia Sachin Kumar Hila Gonen Valentin Hoffman Tomasz Limisiewicz Yulia Tsvetkov Noah A. Smith 103 5 0 11 Jul 2024
Parallelizing Autoregressive Generation with Variational State Space Models Gaspard Lambrechts Yann Claes Pierre Geurts Damien Ernst 114 1 0 11 Jul 2024
Learning to Complement and to Defer to Multiple Users Zheng Zhang Wenjie Ai Kevin Wells David Rosewarne Thanh-Toan Do Gustavo Carneiro 84 2 0 09 Jul 2024
Scalable Variational Causal Discovery Unconstrained by Acyclicity Nu Hoang Bao Duong Thin Nguyen CML 101 0 0 06 Jul 2024
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos 87 2 0 05 Jul 2024