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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
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended Version David Campos Miao Zhang B. Yang Tung Kieu Chenjuan Guo Christian S. Jensen AI4TS 102 56 0 24 Feb 2023
Improved Training of Mixture-of-Experts Language GANs Yekun Chai Qiyue Yin Junge Zhang GAN 72 5 0 23 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 161 80 0 22 Feb 2023
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks Indro Spinelli Riccardo Bianchini Simone Scardapane 59 1 0 22 Feb 2023
Differentiable Multi-Target Causal Bayesian Experimental Design Yashas Annadani P. Tigas Desi R. Ivanova Andrew Jesson Y. Gal Adam Foster Stefan Bauer BDL CML 97 13 0 21 Feb 2023
Reusable Slotwise Mechanisms Trang Nguyen Amin Mansouri Kanika Madan Khuong N. Nguyen Kartik Ahuja Dianbo Liu Yoshua Bengio OCL 107 4 0 21 Feb 2023
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems Yihao Feng Shentao Yang Shujian Zhang Jianguo Zhang Caiming Xiong Mi Zhou Haiquan Wang OffRL 102 25 0 20 Feb 2023
Natural Language-conditioned Reinforcement Learning with Inside-out Task Language Development and Translation Jing-Cheng Pang Xinyi Yang Sibei Yang Yang Yu 73 9 0 18 Feb 2023
Autocodificadores Variacionales (VAE) Fundamentos Teóricos y Aplicaciones J. D. L. Torre DRL 55 1 0 18 Feb 2023
Learning a Consensus Sub-Network with Polarization Regularization and One Pass Training Xiaoying Zhi Varun Babbar P. Sun Fran Silavong Ruibo Shi Sean J. Moran Sean Moran 164 1 0 17 Feb 2023
3D Human Pose Lifting with Grid Convolution Yangyuxuan Kang Yuyang Liu Anbang Yao Shandong Wang Enhua Wu 3DH 51 6 0 17 Feb 2023
Speech Enhancement with Multi-granularity Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie Zhang 69 0 0 16 Feb 2023
Meta-Reinforcement Learning via Exploratory Task Clustering Zhendong Chu Hongning Wang OffRL 88 7 0 15 Feb 2023
Self-Organising Neural Discrete Representation Learning à la Kohonen Kazuki Irie Róbert Csordás Jürgen Schmidhuber SSL 91 1 0 15 Feb 2023
CUTS: Neural Causal Discovery from Irregular Time-Series Data Yuxiao Cheng Runzhao Yang Tingxiong Xiao Zongren Li J. Suo K. He Qionghai Dai OOD BDL AI4TS CML 80 28 0 15 Feb 2023
FedABC: Targeting Fair Competition in Personalized Federated Learning Dui Wang Li Shen Yong Luo Han Hu Kehua Su Yonggang Wen Dacheng Tao FedML 87 9 0 15 Feb 2023
Calibrating a Deep Neural Network with Its Predecessors Linwei Tao Minjing Dong Daochang Liu Changming Sun Chang Xu BDL UQCV 71 5 0 13 Feb 2023
MarioGPT: Open-Ended Text2Level Generation through Large Language Models Shyam Sudhakaran Miguel González Duque Claire Glanois Matthias Anton Freiberger Elias Najarro S. Risi VLM 103 58 0 12 Feb 2023
Vector Quantized Wasserstein Auto-Encoder Tung-Long Vuong Trung Le He Zhao Chuanxia Zheng Mehrtash Harandi Jianfei Cai Dinh Q. Phung DRL 73 20 0 12 Feb 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 49 20 0 11 Feb 2023
Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks Piotr Gaiñski Klaudia Bałazy 67 7 0 10 Feb 2023
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation Xinyi Yang Shiyu Huang Yiwen Sun Yuxiang Yang Chao Yu Weijuan Tu Huazhong Yang Yu Wang 53 7 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 80 4 0 07 Feb 2023
LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup Xiaohu Tang Yang Wang Ting Cao Li Zhang Qi Chen Deng Cai Yunxin Liu Mao Yang 92 18 0 07 Feb 2023
Multipath agents for modular multitask ML systems Andrea Gesmundo 95 1 0 06 Feb 2023
Adversarial Learning Data Augmentation for Graph Contrastive Learning in Recommendation Junjie Huang Qi Cao Ruobing Xie Shaoliang Zhang Feng Xia Huawei Shen Xueqi Cheng 41 9 0 05 Feb 2023
Referential communication in heterogeneous communities of pre-trained visual deep networks Matéo Mahaut Francesca Franzon Roberto Dessì Marco Baroni 85 7 0 04 Feb 2023
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity H. Du Qihua Dong Yan Xu J. Liao 84 13 0 04 Feb 2023
Improving Interpretability via Explicit Word Interaction Graph Layer Arshdeep Sekhon Hanjie Chen A. Shrivastava Zhe Wang Yangfeng Ji Yanjun Qi AI4CE MILM 73 6 0 03 Feb 2023
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device Stochasticity Prabodh Katti N. Skatchkovsky Osvaldo Simeone Bipin Rajendran Bashir M. Al-Hashimi 87 4 0 02 Feb 2023
UW-CVGAN: UnderWater Image Enhancement with Capsules Vectors Quantization Rita Pucci C. Micheloni N. Martinel 64 0 0 02 Feb 2023
Disentanglement of Latent Representations via Causal Interventions Gaël Gendron Michael Witbrock Gillian Dobbie OOD CML CoGe 142 2 0 02 Feb 2023
Towards Inference Efficient Deep Ensemble Learning Ziyue Li Kan Ren Yifan Yang Xinyang Jiang Yuqing Yang Dongsheng Li BDL 62 14 0 29 Jan 2023
DBGDGM: Dynamic Brain Graph Deep Generative Model Alexander Campbell Simeon E. Spasov N. Toschi Pietro Lio 47 0 0 26 Jan 2023
PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices Yuji Chai Devashree Tripathy Chu Zhou Dibakar Gope Igor Fedorov Ramon Matas David Brooks Gu-Yeon Wei P. Whatmough GNN 83 5 0 26 Jan 2023
Unifying Synergies between Self-supervised Learning and Dynamic Computation Tarun Krishna Ayush K. Rai Alexandru Drimbarean Eric Arazo Paul Albert Alan F. Smeaton Kevin McGuinness Noel E. O'Connor 89 0 0 22 Jan 2023
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation Utkarsh Nath Yancheng Wang Yingzhen Yang AAML 66 2 0 19 Jan 2023
Masked Vector Quantization David D. Nguyen David Leibowitz Surya Nepal S. Kanhere MQ 47 0 0 16 Jan 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 69 7 0 15 Jan 2023
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou ViT 102 61 0 11 Jan 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 115 78 0 11 Jan 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian Sun Nanning Zheng ViT 87 34 0 10 Jan 2023
Fast and Correct Gradient-Based Optimisation for Probabilistic Programming via Smoothing Basim Khajwal C.-H. Luke Ong Dominik Wagner 37 4 0 09 Jan 2023
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition Ming Li Xiangyu Xu Hehe Fan Pan Zhou Jun Liu Jia-Wei Liu Jiahe Li Jussi Keppo Mike Zheng Shou Shuicheng Yan ViT PICV 104 13 0 08 Jan 2023
Language as a Latent Sequence: deep latent variable models for semi-supervised paraphrase generation Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed VLM BDL DRL 101 3 0 05 Jan 2023
Competitive learning to generate sparse representations for associative memory Luis Sa-Couto Andreas Wichert 64 7 0 05 Jan 2023
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning Muralikrishnna G. Sethuraman Romain Lopez Ramkumar Veppathur Mohan Faramarz Fekri Tommaso Biancalani Jan-Christian Hütter CML 81 12 0 04 Jan 2023
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews Runcong Zhao Lin Gui Hanqi Yan Yulan He 52 3 0 03 Jan 2023
Learning to Maximize Mutual Information for Dynamic Feature Selection Ian Covert Wei Qiu Mingyu Lu Nayoon Kim Nathan White Su-In Lee 85 30 0 02 Jan 2023
Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation Tomer Wullach Shlomo E. Chazan 81 1 0 27 Dec 2022