Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

15 August 2013

Aaron Courville

Papers citing "Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation"

50 / 1,869 papers shown

Title
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis Dehua Tao Daxin Tan Y. Yeung Xiao Chen Tan Lee 35 3 0 13 Jun 2024
Neural NeRF Compression Tuan Pham Stephan Mandt 43 1 0 13 Jun 2024
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network Chengyu Fang Chunming He Fengyang Xiao Yulun Zhang Longxiang Tang Yuelin Zhang Kai Li Xiu Li 49 3 0 12 Jun 2024
To be Continuous, or to be Discrete, Those are Bits of Questions Yiran Wang Masao Utiyama 53 2 0 12 Jun 2024
Image and Video Tokenization with Binary Spherical Quantization Yue Zhao Yuanjun Xiong Philipp Krahenbuhl 45 18 0 11 Jun 2024
Visual Representation Learning with Stochastic Frame Prediction Huiwon Jang Dongyoung Kim Junsu Kim Jinwoo Shin Pieter Abbeel Younggyo Seo 47 2 0 11 Jun 2024
TernaryLLM: Ternarized Large Language Model Tianqi Chen Zhe Li Weixiang Xu Zeyu Zhu Dong Li Lu Tian E. Barsoum Peisong Wang Jian Cheng 36 7 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 66 229 0 10 Jun 2024
Low-Rank Quantization-Aware Training for LLMs Yelysei Bondarenko Riccardo Del Chiaro Markus Nagel MQ 33 10 0 10 Jun 2024
Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding Yoni Choukroun Lior Wolf 32 1 0 09 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 34 9 0 09 Jun 2024
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization Bei Liu Haoyu Wang Yanmin Qian MQ 36 1 0 08 Jun 2024
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems Rohan R. Paleja Michael Munje K. Chang Reed Jensen Matthew C. Gombolay 44 2 0 07 Jun 2024
Concurrent Training and Layer Pruning of Deep Neural Networks Valentin Frank Ingmar Guenter Athanasios Sideris 3DPC 45 3 0 06 Jun 2024
On the Hardness of Probabilistic Neurosymbolic Learning Jaron Maene Vincent Derkinderen Luc de Raedt 41 3 0 06 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 44 18 0 06 Jun 2024
How Far Can We Compress Instant-NGP-Based NeRF? Yihang Chen Qianyi Wu Mehrtash Harandi Jianfei Cai 28 15 0 06 Jun 2024
CIRCUITSYNTH: Leveraging Large Language Models for Circuit Topology Synthesis Prashanth Vijayaraghavan Luyao Shi Ehsan Degan Xin Zhang 40 1 0 06 Jun 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms Xingrun Xing Zheng Zhang Ziyi Ni Shitao Xiao Yiming Ju Siqi Fan Yequan Wang Jiajun Zhang Guoqi Li 47 10 0 05 Jun 2024
Scalable MatMul-free Language Modeling Rui-Jie Zhu Yu Zhang Ethan Sifferman Tyler Sheaves Yiqiao Wang Dustin Richmond P. Zhou Jason Eshraghian 31 17 0 04 Jun 2024
Capsule Enhanced Variational AutoEncoder for Underwater Image Reconstruction Rita Pucci N. Martinel 42 0 0 03 Jun 2024
T2LM: Long-Term 3D Human Motion Generation from Multiple Sentences T. Lee Fabien Baradel Thomas Lucas Kyoung Mu Lee Grégory Rogez 44 5 0 02 Jun 2024
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata MoE AI4CE 36 2 0 02 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 43 1 0 30 May 2024
Statistical Context Detection for Deep Lifelong Reinforcement Learning Jeffery Dick Saptarshi Nath Christos Peridis Eseoghene Ben-Iwhiwhu Soheil Kolouri Andrea Soltoggio OffRL 53 0 0 29 May 2024
LP-3DGS: Learning to Prune 3D Gaussian Splatting Zhaoliang Zhang Tianchen Song Yongjae Lee Li Yang Cheng-Fang Peng Rama Chellappa Deliang Fan 3DGS 42 10 0 29 May 2024
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention Xingyu Ding Li Shan Guiqin Zhao Meiqi Wu Wenzhang Zhou Wei Li MQ 39 1 0 28 May 2024
F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting Xiangyu Sun J. Lee Daniel Rho Jong Hwan Ko Usman Ali Eunbyung Park 3DGS 34 8 0 27 May 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 48 1 0 27 May 2024
Variational Offline Multi-agent Skill Discovery Jiayu Chen Bhargav Ganguly Tian-Shing Lan OffRL 69 3 0 26 May 2024
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models Xudong Lu Aojun Zhou Yuhui Xu Renrui Zhang Peng Gao Hongsheng Li 37 7 0 25 May 2024
MuDreamer: Learning Predictive World Models without Reconstruction Maxime Burchi Radu Timofte 40 3 0 23 May 2024
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression Vladimir Malinovskii Denis Mazur Ivan Ilin Denis Kuznedelev Konstantin Burlachenko Kai Yi Dan Alistarh Peter Richtárik MQ 37 19 0 23 May 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance Zhicheng Sun Zhenhao Yang Yang Jin Haozhe Chi Kun Xu ... Hao Jiang Di Zhang Yang Song Kun Gai Yadong Mu 37 3 0 23 May 2024
Poisson Variational Autoencoder Hadi Vafaii Dekel Galor Jacob L. Yates DRL 45 1 0 23 May 2024
Efficient Multitask Dense Predictor via Binarization Yuzhang Shang Dan Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ AAML 35 1 0 23 May 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 55 2 0 23 May 2024
Two Heads are Better Than One: Neural Networks Quantization with 2D Hilbert Curve-based Output Representation Mykhail M. Uss Ruslan Yermolenko Olena Kolodiazhna Oleksii Shashko Ivan Safonov Volodymyr Savin Yoonjae Yeo Seowon Ji Jaeyun Jeong MQ 27 0 0 22 May 2024
QGait: Toward Accurate Quantization for Gait Recognition with Binarized Input Senmao Tian Haoyu Gao Gangyi Hong Shuyun Wang JingJie Wang Xin Yu Shunli Zhang MQ 40 1 0 22 May 2024
Dynamic Context Adaptation and Information Flow Control in Transformers: Introducing the Evaluator Adjuster Unit and Gated Residual Connections Sahil Rajesh Dhayalkar 24 1 0 22 May 2024
MotionGS : Compact Gaussian Splatting SLAM by Motion Filter Xinli Guo Weidong Zhang Ruonan Liu Peng Han Hongtian Chen 3DGS 33 4 0 18 May 2024
Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning Lirong Wu Yijun Tian Haitao Lin Yufei Huang Siyuan Li Nitesh V. Chawla Stan Z. Li 42 4 0 16 May 2024
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling Siyuan Li Zedong Wang Zicheng Liu Di Wu Cheng Tan Jiangbin Zheng Yufei Huang Stan Z. Li 40 7 0 13 May 2024
Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation Kevin Stangl Marius Arvinte Weilin Xu Cory Cornelius VLM UQCV 40 0 0 13 May 2024
Controllable Image Generation With Composed Parallel Token Prediction Jamie Stirling Noura Al-Moubayed 33 0 0 10 May 2024
Custom Gradient Estimators are Straight-Through Estimators in Disguise Matt Schoenbauer Daniele Moro Lukasz Lew Andrew G. Howard MQ 30 3 0 08 May 2024
Learning Linear Block Error Correction Codes Yoni Choukroun Lior Wolf 31 1 0 07 May 2024
Efficient Text-driven Motion Generation via Latent Consistency Training Mengxian Hu Minghao Zhu Xun Zhou Qingqing Yan Shu Li Chengju Liu Qi Chen 35 1 0 05 May 2024
TLINet: Differentiable Neural Network Temporal Logic Inference Danyang Li Mingyu Cai C. Vasile Roberto Tron AI4CE NAI 43 0 0 03 May 2024
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks Guanhua Zhang Moritz Hardt 42 8 0 02 May 2024