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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
GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks Hyung-il Ahn Young Chol Song Santiago Olivar Hershel Mehta Naveen Tewari 28 3 0 11 Apr 2024
Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts Namasivayam Kalithasan Sachit Sachdeva H. Singh Vishal Bindal Arnav Tuli Gurarmaan Singh Panjeta Divyanshu Aggarwal Rohan Paul Rohan Paul Parag Singla 79 0 0 11 Apr 2024
Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences Axel Barroso-Laguna Sowmya P. Munukutla V. Prisacariu Eric Brachmann 3DV 70 14 0 09 Apr 2024
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone? Van Nguyen Xingliang Yuan Tingmin Wu Surya Nepal M. Grobler Carsten Rudolph 86 1 0 09 Apr 2024
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning Andrei Semenov Vladimir Ivanov Aleksandr Beznosikov Alexander Gasnikov 73 6 0 04 Apr 2024
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection Litao Li Steven H. H. Ding Andrew Walenstein P. Charland Benjamin C. M. Fung 65 0 0 03 Apr 2024
VideoDistill: Language-aware Vision Distillation for Video Question Answering Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao VGen 89 1 0 01 Apr 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 152 61 0 31 Mar 2024
From Similarity to Superiority: Channel Clustering for Time Series Forecasting Jialin Chen J. E. Lenssen Aosong Feng Weihua Hu Matthias Fey Leandros Tassiulas J. Leskovec Rex Ying AI4TS 86 16 0 31 Mar 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 107 21 0 31 Mar 2024
Transformer based Pluralistic Image Completion with Reduced Information Loss Qiankun Liu Yuqi Jiang Zhentao Tan DongDong Chen Ying Fu Qi Chu Gang Hua Nenghai Yu ViT 114 12 0 31 Mar 2024
D-PAD: Deep-Shallow Multi-Frequency Patterns Disentangling for Time Series Forecasting Xiaobing Yuan Ling Chen AI4TS 77 2 0 26 Mar 2024
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering Pascal Tilli Ngoc Thang Vu 80 1 0 26 Mar 2024
Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial Policies N. Botteghi Urban Fasel AI4CE 108 6 0 22 Mar 2024
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model S. Han Joohee Kim DiffM CLIP 76 2 0 22 Mar 2024
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch Xidong Wu Shangqian Gao Zeyu Zhang Zhenzhen Li Runxue Bao Yanfu Zhang Xiaoqian Wang Heng-Chiao Huang 68 11 0 21 Mar 2024
Predictive, scalable and interpretable knowledge tracing on structured domains Hanqi Zhou Robert Bamler Charley M. Wu Álvaro Tejero-Cantero AI4Ed 67 10 0 19 Mar 2024
HCPM: Hierarchical Candidates Pruning for Efficient Detector-Free Matching Ying Chen Yong-Jin Liu Kai Wu Qiang Nie Shang Xu Huifang Ma Bing Wang Chengjie Wang VLM 66 1 0 19 Mar 2024
Non-negative Contrastive Learning Yifei Wang Qi Zhang Yaoyu Guo Yisen Wang 94 12 0 19 Mar 2024
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation Baoyu Jing Dawei Zhou Kan Ren Carl Yang CML AI4TS 103 10 0 18 Mar 2024
Language Evolution with Deep Learning Mathieu Rita Paul Michel Rahma Chaabouni Olivier Pietquin Emmanuel Dupoux Florian Strub 65 3 0 18 Mar 2024
SSCAE -- Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator J. Asl Mohammad H. Rafiei Manar Alohaly Daniel Takabi AAML SILM 35 3 0 18 Mar 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao Jiasheng Tang Yizeng Han Yibing Song Kai Wang Gao Huang F. Wang Yang You 128 12 0 18 Mar 2024
HyperVQ: MLR-based Vector Quantization in Hyperbolic Space Nabarun Goswami Yusuke Mukuta Tatsuya Harada 128 4 0 18 Mar 2024
Concept-Best-Matching: Evaluating Compositionality in Emergent Communication Boaz Carmeli Yonatan Belinkov Ron Meir 63 4 0 17 Mar 2024
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection Rui Zhang Dawei Cheng Xin Liu Jie Yang Ouyang Yi Xian Wu Yefeng Zheng 65 3 0 15 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 140 151 0 14 Mar 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 89 3 0 13 Mar 2024
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning Heitor R. Guimarães Arthur Pimentel Anderson R. Avila Mehdi Rezagholizadeh Boxing Chen Tiago H. Falk 119 1 0 13 Mar 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Shengzhuang Chen Jihoon Tack Yunqiao Yang Yee Whye Teh Jonathan Richard Schwarz Ying Wei MoE 125 4 0 13 Mar 2024
Learning-driven Physically-aware Large-scale Circuit Gate Sizing Yuyang Ye Peng Xu Lizheng Ren Tinghuan Chen Hao Yan Bei Yu L. Shi AI4CE 80 0 0 13 Mar 2024
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM Sainbayar Sukhbaatar O. Yu. Golovneva Vasu Sharma Hu Xu Xi Lin ... Jacob Kahn Shang-Wen Li Wen-tau Yih Jason Weston Xian Li MoMe OffRL MoE 98 69 0 12 Mar 2024
Conditional computation in neural networks: principles and research trends Simone Scardapane Alessandro Baiocchi Alessio Devoto V. Marsocci Pasquale Minervini Jary Pomponi 104 2 0 12 Mar 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation Li Yuan Yi Cai Haopeng Ren Jiexin Wang LRM 69 5 0 11 Mar 2024
UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretraining Sheng-Hsuan Peng Aishwarya Chakravarthy Seongmin Lee Xiaojing Wang Rajarajeswari Balasubramaniyan Duen Horng Chau LMTD 78 1 0 07 Mar 2024
Deep-Learned Compression for Radio-Frequency Signal Classification Armani Rodriguez Yagna Kaasaragadda S. Kokalj-Filipovic 54 1 0 05 Mar 2024
VQSynery: Robust Drug Synergy Prediction With Vector Quantization Mechanism Jiawei Wu Mingyuan Yan Dianbo Liu 65 2 0 05 Mar 2024
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation Zhongzhen Huang Linda Wei Shaoting Zhang Xiaofan Zhang 155 0 0 04 Mar 2024
CET2: Modelling Topic Transitions for Coherent and Engaging Knowledge-Grounded Conversations Lin Xu Qixian Zhou Jinlan Fu See-Kiong Ng 70 0 0 04 Mar 2024
Improving out-of-distribution generalization in graphs via hierarchical semantic environments Yinhua Piao Sangseon Lee Yijingxiu Lu Sun Kim OOD 87 2 0 04 Mar 2024
Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models Iakovos Evdaimon Giannis Nikolentzos Michail Chatzianastasis Hadi Abdine Michalis Vazirgiannis DiffM 64 4 0 03 Mar 2024
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition Lingfeng Liu Dong Ni Hangjie Yuan ViT 95 0 0 03 Mar 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection Taeheon Kim Sebin Shin Youngjoon Yu Hak Gu Kim Y. Ro 80 7 0 02 Mar 2024
Accelerating Greedy Coordinate Gradient via Probe Sampling Yiran Zhao Wenyue Zheng Tianle Cai Xuan Long Do Kenji Kawaguchi Anirudh Goyal Michael Shieh 96 2 0 02 Mar 2024
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization Tom Hosking Hao Tang Mirella Lapata 104 5 0 01 Mar 2024
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions Raj Agrawal Sam Witty Andy Zane Eli Bingham 104 2 0 29 Feb 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 171 1 0 28 Feb 2024
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization Han Guo Ramtin Hosseini Ruiyi Zhang Sai Ashish Somayajula Ranak Roy Chowdhury Rajesh K. Gupta Pengtao Xie 98 0 0 28 Feb 2024
MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning Huiyu Xiong Lanxiao Wang Heqian Qiu Taijin Zhao Benliu Qiu Hongliang Li CLL 86 1 0 27 Feb 2024
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems Junjie Huang Jinyang Liu Zhuangbin Chen Zhihan Jiang Yichen Li Jiazhen Gu Cong Feng Zengyin Yang Yongqiang Yang Michael R. Lyu 56 10 0 27 Feb 2024