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Memisevic, Roland

  1. Deductive Verification of Chain-of-Thought Reasoning
    2023/06/06 by Zhan Ling, Yunhao Fang, Ling, Zhan +12 · 1 voice · 34 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. Neural Networks with Few Multiplications
    2015/10/11 by Zhouhan Lin, Matthieu Courbariaux, Lin, Zhouhan +5 · 2 voices · 4 citations
    #cs.LG #cs.NE
  3. The "something something" video database for learning and evaluating visual common sense
    2017/06/13 by Raghav Goyal, Goyal, Raghav, Samira Ebrahimi Kahou +25 · 113 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robot Manipulation and Learning
  4. On the effectiveness of task granularity for transfer learning
    2018/04/24 by Farzaneh Mahdisoltani, Mahdisoltani, Farzaneh, Guillaume Berger +7 · 11 citations
    Computer Science · #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  5. Architectural Complexity Measures of Recurrent Neural Networks
    2016/02/26 by Saizheng Zhang, Zhang, Saizheng, Yuhuai Wu +11 · 9 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Neural Networks and Applications #Ferroelectric and Negative Capacitance Devices
  6. On Using Very Large Target Vocabulary for Neural Machine Translation
    2014/12/05 by Sébastien Jean, Kyunghyun Cho, Jean, Sébastien +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Theano: A Python framework for fast computation of mathematical expressions
    2016/05/09 by The Theano Development Team, Al-Rfou, Rami, Alain, Guillaume +110 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Symbolic Computation (cs.SC)
  8. Denoising Criterion for Variational Auto-Encoding Framework
    2015/11/19 by Daniel Im Jiwoong Im, Im, Daniel Jiwoong, Sungjin Ahn +5 · 3 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  9. EmoNets: Multimodal deep learning approaches for emotion recognition in\n video
    2015/03/05 by Samira Ebrahimi Kahou, Kahou, Samira Ebrahimi, Xavier Bouthillier +34 · 3 citations
    Psychology · Computer Science · #Emotion and Mood Recognition #Face recognition and analysis #Human Pose and Action Recognition
  10. Look, Remember and Reason: Grounded reasoning in videos with language models
    2023/06/30 by Apratim Bhattacharyya, Bhattacharyya, Apratim, Sunny Panchal +9 · 5 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Educational Tools and Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Qualitative Research Methods and Applications #Speech and dialogue systems
  11. How far can we go without convolution: Improving fully-connected networks
    2015/11/09 by Lin, Zhouhan, Memisevic, Roland, Konda, Kishore · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  12. What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction
    2024/07/11 by Sunny Panchal, Panchal, Sunny, Apratim Bhattacharyya +23 · 5 citations
    Health Professions · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Educational Games and Gamification #FOS: Computer and information sciences #Motivation and Self-Concept in Sports #Physical Education and Pedagogy
  13. Regularizing RNNs by Stabilizing Activations
    2015/11/26 by David Krueger, Roland Memisevic, Krueger, David +1 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
  14. ClevrSkills: Compositional Language and Visual Reasoning in Robotics
    2024/11/13 by Haresh, Sanjay, Dijkman, Daniel, Bhattacharyya, Apratim +1 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  15. Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits
    2024/10/23 by Ashish Khisti, Khisti, Ashish, Mohammadreza Ebrahimi +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Data Analysis with R #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Statistical and Computational Modeling #Time Series Analysis and Forecasting #and Cluster Computing (cs.DC)
  16. Zero-bias autoencoders and the benefits of co-adapting features
    2014/02/13 by Konda, Kishore, Memisevic, Roland, Krueger, David · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  17. Dropout as data augmentation
    2015/06/29 by Bouthillier, Xavier, Konda, Kishore, Vincent, Pascal +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Enhancing Hallucination Detection through Noise Injection
    2025/02/06 by Liu, Litian, Pourreza, Reza, Panchal, Sunny +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  19. Can Vision-Language Models Answer Face to Face Questions in the Real-World?
    2025/03/25 by Pourreza, Reza, Dagli, Rishit, Bhattacharyya, Apratim +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Your Context Is Not an Array: Unveiling Random Access Limitations in Transformers
    2024/08/10 by Mohammadreza Ebrahimi, Sunny Panchal, Ebrahimi, MohammadReza +3 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques