Ruslan Salakhutdinov

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

144

Venues

Active years

2003–2025

Best venue rank

Where they publish

Papers

144 indexed papers, newest first.

Year	Venue	Title	Authors
2025	ICML	Optimizing Test-Time Compute via Meta Reinforcement Finetuning.	Yuxiao Qu, Matthew Y. R. Yang, Amrith Setlur, Lewis Tunstall, Edward Emanuel Beeching, Ruslan Salakhutdinov, Aviral Kumar
2025	ICRA	Local Policies Enable Zero-Shot Long-Horizon Manipulation.	Murtaza Dalal, Min Liu, Walter Talbott, Chen Chen, Deepak Pathak, Jian Zhang, Ruslan Salakhutdinov
2025	IROS	Neural MP: A Neural Motion Planner.	Murtaza Dalal, Jiahui Yang, Russell Mendonca, Youssef Khaky, Ruslan Salakhutdinov, Deepak Pathak
2024	ECCV	OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web.	Raghav Kapoor, Yash Parag Butala, Melisa Russak, Jing Yu Koh, Kiran Kamble, Waseem AlShikh, Ruslan Salakhutdinov
2024	ECCV	Situated Instruction Following.	So Yeon Min, Xavier Puig, Devendra Singh Chaplot, Tsung-Yen Yang, Akshara Rai, Priyam Parashar, Ruslan Salakhutdinov, Yonatan Bisk, Roozbeh Mottaghi
2024	ICLR	Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks.	Murtaza Dalal, Tarun Chiruvolu, Devendra Singh Chaplot, Ruslan Salakhutdinov
2024	ICLR	Manifold Preserving Guided Diffusion.	Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
2024	ICLR	Confronting Reward Model Overoptimization with Constrained RLHF.	Ted Moskovitz, Aaditya K. Singh, DJ Strouse, Tuomas Sandholm, Ruslan Salakhutdinov, Anca D. Dragan, Stephen Marcus McAleer
2024	ICLR	Effective Data Augmentation With Diffusion Models.	Brandon Trabucco, Kyle Doherty, Max Gurinas, Ruslan Salakhutdinov
2024	ICLR	Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data.	Chongyi Zheng, Benjamin Eysenbach, Homer Rich Walke, Patrick Yin, Kuan Fang, Ruslan Salakhutdinov, Sergey Levine
2024	ICLR	Contrastive Difference Predictive Coding.	Chongyi Zheng, Ruslan Salakhutdinov, Benjamin Eysenbach
2023	ACL	Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control.	Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	ACL	Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment.	Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	CHI	MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models.	Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	CoRL	Imitating Task and Motion Planning with Visuomotor Transformers.	Murtaza Dalal, Ajay Mandlekar, Caelan Reed Garrett, Ankur Handa, Ruslan Salakhutdinov, Dieter Fox
2023	ICLR	MultiViz: Towards Visualizing and Understanding Multimodal Models.	Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	ICLR	Scenario-based Question Answering with Interacting Contextual Properties.	Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
2023	ICLR	A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search.	Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov
2023	ICMI	Multimodal Fusion Interactions: A Study of Human and Automatic Quantification.	Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	ICML	A Connection between One-Step RL and Critic Regularization in Reinforcement Learning.	Benjamin Eysenbach, Matthieu Geist, Sergey Levine, Ruslan Salakhutdinov
2023	ICML	Grounding Language Models to Images for Multimodal Inputs and Outputs.	Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried
2023	IROS	Self-Supervised Object Goal Navigation with In-Situ Finetuning.	So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang
2022	ACL	ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers.	Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
2022	ACL	FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding.	Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Chonghua Liao, Li Jian, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang
2022	AIES	DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations.	Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	ECCV	PACS: A Dataset for Physical Audiovisual CommonSense Reasoning.	Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	EMNLP	Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue.	So Yeon Min, Hao Zhu, Ruslan Salakhutdinov, Yonatan Bisk
2022	EMNLP	Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis.	Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	ICLR	The Information Geometry of Unsupervised Reinforcement Learning.	Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine
2022	ICLR	FILM: Following Instructions in Language with Modular Methods.	So Yeon Min, Devendra Singh Chaplot, Pradeep Kumar Ravikumar, Yonatan Bisk, Ruslan Salakhutdinov
2022	ICLR	Learning Weakly-supervised Contrastive Representations.	Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	ICLR	Conditional Contrastive Learning with Kernel.	Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	ICLR	C-Planning: An Automatic Curriculum for Learning Goal-Reaching Tasks.	Tianjun Zhang, Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine, Joseph E. Gonzalez
2022	ICML	Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs.	Tianwei Ni, Benjamin Eysenbach, Ruslan Salakhutdinov
2021	ACL	Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data.	Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	ICASSP	Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training?	Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed
2021	ICCV	Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision.	Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang
2021	ICLR	Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers.	Benjamin Eysenbach, Shreyas Chaudhari, Swapnil Asawa, Sergey Levine, Ruslan Salakhutdinov
2021	ICLR	C-Learning: Learning to Achieve Goals via Recursive Classification.	Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine
2021	ICLR	Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation.	Emilio Parisotto, Ruslan Salakhutdinov
2021	ICLR	Self-supervised Learning from a Multi-view Perspective.	Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	ICLR	Self-supervised Representation Learning with Relative Predictive Coding.	Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	ICML	Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning.	Yue Wu, Shuangfei Zhai, Nitish Srivastava, Joshua M. Susskind, Jian Zhang, Ruslan Salakhutdinov, Hanlin Goh
2021	ICML	On Proximal Policy Optimization's Heavy-tailed Gradients.	Saurabh Garg, Joshua Zhanson, Emilio Parisotto, Adarsh Prasad, J. Zico Kolter, Zachary C. Lipton, Sivaraman Balakrishnan, Ruslan Salakhutdinov, Pradeep Ravikumar
2021	ICML	Towards Understanding and Mitigating Social Biases in Language Models.	Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	ICML	Information Obfuscation of Graph Neural Networks.	Peiyuan Liao, Han Zhao, Keyulu Xu, Tommi S. Jaakkola, Geoffrey J. Gordon, Stefanie Jegelka, Ruslan Salakhutdinov
2021	ICML	Reasoning Over Virtual Knowledge Bases With Open Predicate Relations.	Haitian Sun, Patrick Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
2021	ICML	Instabilities of Offline RL with Pre-Trained Neural Representation.	Ruosong Wang, Yifan Wu, Ruslan Salakhutdinov, Sham M. Kakade
2021	Interspeech	Multimodal Speech Summarization Through Semantic Concept Learning.	Shruti Palaskar, Ruslan Salakhutdinov, Alan W. Black, Florian Metze
2021	NAACL	StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer.	Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabs Pczos, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	NAACL	Case Study: Deontological Ethics in NLP.	Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov, Alan W. Black
2021	NAACL	Focused Attention Improves Document-Grounded Generation.	Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov
2020	ACL	Towards Debiasing Sentence Representations.	Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	ACL	Politeness Transfer: A Tag and Generate Approach.	Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabs Pczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye
2020	ACL	Topological Sort for Sentence Ordering.	Shrimai Prabhumoye, Ruslan Salakhutdinov, Alan W. Black
2020	COLING	Exploring Controllable Text Generation Techniques.	Shrimai Prabhumoye, Alan W. Black, Ruslan Salakhutdinov
2020	CVPR	Neural Topological SLAM for Visual Navigation.	Devendra Singh Chaplot, Ruslan Salakhutdinov, Abhinav Gupta, Saurabh Gupta
2020	EMNLP	Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis.	Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	ICASSP	Complex Transformer: A Framework for Modeling Complex-Valued Sequence.	Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
2020	ICLR	Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks.	Sanjeev Arora, Simon S. Du, Zhiyuan Li, Ruslan Salakhutdinov, Ruosong Wang, Dingli Yu
2020	ICLR	Learning To Explore Using Active Neural SLAM.	Devendra Singh Chaplot, Dhiraj Gandhi, Saurabh Gupta, Abhinav Gupta, Ruslan Salakhutdinov
2020	ICLR	Differentiable Reasoning over a Virtual Knowledge Base.	Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen
2020	ICLR	Capsules with Inverted Dot-Product Attention Routing.	Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov
2020	IJCAI	Embodied Multimodal Multitask Learning.	Devendra Singh Chaplot, Lisa Lee, Ruslan Salakhutdinov, Devi Parikh, Dhruv Batra
2019	AAAI	Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function.	Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov
2019	ACL	Transformer-XL: Attentive Language Models beyond a Fixed-Length Context.	Zihang Dai, Zhilin Yang, Yiming Yang, Jaime G. Carbonell, Quoc Viet Le, Ruslan Salakhutdinov
2019	ACL	Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization.	Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	ACL	Multimodal Transformer for Unaligned Multimodal Language Sequences.	Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	AISTATS	Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex.	Hongyang Zhang, Junru Shao, Ruslan Salakhutdinov
2019	CoRL	Worst Cases Policy Gradients.	Yichuan Charlie Tang, Jian Zhang, Ruslan Salakhutdinov
2019	CVPR	Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph.	Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
2019	EMNLP	Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel.	Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	ICLR	Point Cloud GAN.	Chun-Liang Li, Manzil Zaheer, Yang Zhang, Barnabs Pczos, Ruslan Salakhutdinov
2019	ICLR	Connecting the Dots Between MLE and RL for Sequence Generation.	Bowen Tan, Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric P. Xing
2019	ICLR	Learning Factorized Multimodal Representations.	Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	ICLR	AutoLoss: Learning Discrete Schedule for Alternate Optimization.	Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing
2019	ICLR	Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator.	Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai, Hirofumi Ohta, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
2019	IJCAI	MineRL: A Large-Scale Dataset of Minecraft Demonstrations.	William H. Guss, Brandon Houghton, Nicholay Topin, Phillip Wang, Cayden R. Codel, Manuela Veloso, Ruslan Salakhutdinov
2019	KDD	Integrating Domain-Knowledge into Deep Learning.	Ruslan Salakhutdinov
2019	NAACL	Strong and Simple Baselines for Multimodal Utterance Embeddings.	Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency
2018	AAAI	Knowledge-based Word Sense Disambiguation using Topic Models.	Devendra Singh Chaplot, Ruslan Salakhutdinov
2018	AAAI	Gated-Attention Architectures for Task-Oriented Language Grounding.	Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
2018	ACL	Style Transfer Through Back-Translation.	Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, Alan W. Black
2018	AIED	Learning Cognitive Models Using Neural Networks.	Devendra Singh Chaplot, Christopher MacLellan, Ruslan Salakhutdinov, Kenneth R. Koedinger
2018	AISTATS	A Generic Approach for Escaping Saddle points.	Sashank J. Reddi, Manzil Zaheer, Suvrit Sra, Barnabs Pczos, Francis R. Bach, Ruslan Salakhutdinov, Alexander J. Smola
2018	COLING	Investigating the Working of Text Classifiers.	Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov
2018	CVPR	Global Pose Estimation With an Attention-Based Recurrent Network.	Emilio Parisotto, Devendra Singh Chaplot, Jian Zhang, Ruslan Salakhutdinov
2018	EMNLP	Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text.	Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen
2018	EMNLP	HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.	Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
2018	ICLR	Active Neural Localization.	Devendra Singh Chaplot, Emilio Parisotto, Ruslan Salakhutdinov
2018	ICLR	On Unifying Deep Generative Models.	Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric P. Xing
2018	ICLR	LSTM Iteration Networks: An Exploration of Differentiable Path Finding.	Lisa Lee, Emilio Parisotto, Devendra Singh Chaplot, Ruslan Salakhutdinov
2018	ICLR	Neural Map: Structured Memory for Deep Reinforcement Learning.	Emilio Parisotto, Ruslan Salakhutdinov
2018	ICLR	Selecting the Best in GANs Family: a Post Selection Inference Framework.	Yao-Hung Hubert Tsai, Denny Wu, Makoto Yamada, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
2018	ICLR	Breaking the Softmax Bottleneck: A High-Rank RNN Language Model.	Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
2018	ICML	Gated Path Planning Networks.	Lisa Lee, Emilio Parisotto, Devendra Singh Chaplot, Eric P. Xing, Ruslan Salakhutdinov
2018	ICML	Transformation Autoregressive Networks.	Junier B. Oliva, Avinava Dubey, Manzil Zaheer, Barnabs Pczos, Ruslan Salakhutdinov, Eric P. Xing, Jeff Schneider
2018	ICML	Structured Control Nets for Deep Reinforcement Learning.	Mario Srouji, Jian Zhang, Ruslan Salakhutdinov
2018	NAACL	Neural Models for Reasoning over Multiple Mentions Using Coreference.	Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2017	ACL	Gated-Attention Readers for Text Comprehension.	Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2017	ACL	Semi-Supervised QA with Generative Domain-Adaptive Nets.	Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William W. Cohen
2017	CVPR	Spatially Adaptive Computation Time for Residual Networks.	Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry P. Vetrov, Ruslan Salakhutdinov
2017	CVPR	The More You Know: Using Knowledge Graphs for Image Classification.	Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta
2017	ICCV	Learning Robust Visual-Semantic Embeddings.	Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov
2017	ICCV	Deep Determinantal Point Process for Large-Scale Multi-label Classification.	Pengtao Xie, Ruslan Salakhutdinov, Luntian Mou, Eric P. Xing
2017	ICLR	On the Quantitative Analysis of Decoder-Based Generative Models.	Yuhuai Wu, Yuri Burda, Ruslan Salakhutdinov, Roger B. Grosse
2017	ICLR	Words or Characters? Fine-grained Gating for Reading Comprehension.	Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov
2017	ICLR	Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks.	Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen
2017	ICML	Toward Controlled Generation of Text.	Zhiting Hu, Zichao Yang, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing
2017	ICML	Improved Variational Autoencoders for Text Modeling using Dilated Convolutions.	Zichao Yang, Zhiting Hu, Ruslan Salakhutdinov, Taylor Berg-Kirkpatrick
2016	AISTATS	Deep Kernel Learning.	Andrew Gordon Wilson, Zhiting Hu, Ruslan Salakhutdinov, Eric P. Xing
2016	EMNLP	Deep Neural Networks with Massive Learned Knowledge.	Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric P. Xing
2016	ICML	Revisiting Semi-Supervised Learning with Graph Embeddings.	Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2015	AISTATS	Accurate and conservative estimates of MRF log-likelihood using reverse annealing.	Yuri Burda, Roger B. Grosse, Ruslan Salakhutdinov
2015	BMVC	Exploiting Image-trained CNN Architectures for Unconstrained Video Classification.	Shengxin Zha, Florian Luisier, Walter Andrews, Nitish Srivastava, Ruslan Salakhutdinov
2015	CVPR	segDeepM: Exploiting segmentation and context in deep neural networks for object detection.	Yukun Zhu, Raquel Urtasun, Ruslan Salakhutdinov, Sanja Fidler
2015	ICCV	Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions.	Lei Jimmy Ba, Kevin Swersky, Sanja Fidler, Ruslan Salakhutdinov
2015	ICCV	Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books.	Yukun Zhu, Ryan Kiros, Richard S. Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler
2015	ICML	Scaling up Natural Gradient by Sparsely Factorizing the Inverse Fisher Matrix.	Roger B. Grosse, Ruslan Salakhutdinov
2015	ICML	Unsupervised Learning of Video Representations using LSTMs.	Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
2015	ICML	Show, Attend and Tell: Neural Image Caption Generation with Visual Attention.	Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron C. Courville, Ruslan Salakhutdinov, Richard S. Zemel, Yoshua Bengio
2014	ICML	Multimodal Neural Language Models.	Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel
2014	KDD	Deep learning.	Ruslan Salakhutdinov
2013	ICML	Tensor Analyzers.	Yichuan Tang, Ruslan Salakhutdinov, Geoffrey E. Hinton
2013	UAI	Modeling Documents with Deep Boltzmann Machines.	Nitish Srivastava, Ruslan Salakhutdinov, Geoffrey E. Hinton
2012	CogSci	Concept learning as motor program induction: A large-scale empirical study.	Brenden M. Lake, Ruslan Salakhutdinov, Joshua B. Tenenbaum
2012	CVPR	Robust Boltzmann Machines for recognition and denoising.	Yichuan Tang, Ruslan Salakhutdinov, Geoffrey E. Hinton
2012	ICASSP	Resource configurable spoken query detection using Deep Boltzmann Machines.	Yaodong Zhang, Ruslan Salakhutdinov, Hung-An Chang, James R. Glass
2012	ICML	Deep Mixtures of Factor Analysers.	Yichuan Tang, Ruslan Salakhutdinov, Geoffrey E. Hinton
2012	ICML	Deep Lambertian Networks.	Yichuan Tang, Ruslan Salakhutdinov, Geoffrey E. Hinton
2012	UAI	Exploiting compositionality to explore a large space of model structures.	Roger B. Grosse, Ruslan Salakhutdinov, William T. Freeman, Joshua B. Tenenbaum
2011	CogSci	One shot learning of simple visual concepts.	Brenden M. Lake, Ruslan Salakhutdinov, Jason Gross, Joshua B. Tenenbaum
2011	CVPR	Learning to share visual appearance for multiclass object detection.	Ruslan Salakhutdinov, Antonio Torralba, Joshua B. Tenenbaum
2010	ICML	Learning Deep Boltzmann Machines using Adaptive MCMC.	Ruslan Salakhutdinov
2009	ICML	Learning nonlinear dynamic models.	John Langford, Ruslan Salakhutdinov, Tong Zhang
2009	ICML	Evaluation methods for topic models.	Hanna M. Wallach, Iain Murray, Ruslan Salakhutdinov, David M. Mimno
2009	ICML	Workshop summary: Workshop on learning feature hierarchies.	Kai Yu, Ruslan Salakhutdinov, Yann LeCun, Geoffrey E. Hinton, Yoshua Bengio
2008	ICML	On the quantitative analysis of deep belief networks.	Ruslan Salakhutdinov, Iain Murray
2008	ICML	Bayesian probabilistic matrix factorization using Markov chain Monte Carlo.	Ruslan Salakhutdinov, Andriy Mnih
2007	ICML	Restricted Boltzmann machines for collaborative filtering.	Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hinton
2004	ICDM	Semi-Supervised Mixture-of-Experts Classification.	Grigoris I. Karakoulas, Ruslan Salakhutdinov
2003	ICML	Adaptive Overrelaxed Bound Optimization Methods.	Ruslan Salakhutdinov, Sam T. Roweis
2003	ICML	Optimization with EM and Expectation-Conjugate-Gradient.	Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani
2003	UAI	On the Convergence of Bound Optimization Algorithms.	Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani