Martina Zambelli, Yusuf Aytar, Francesco Visin and

Yuxiang Zhou, Raia Hadsell

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Changan Chen, Sagnik Majumder, Ziad Al-Halah and

Ruohan Gao, Santhosh Kumar Ramakrishnan, Kristen Grauman

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visual navigation, audio visual learning, embodied vision

Edward Smith, David Meger, Luis Pineda and

Roberto Calandra, Jitendra Malik, Adriana Romero Soriano, Michal Drozdzal

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deep learning, reinforcement learning and planning

Saeid Safavi, Turab Iqbal, Wenwu Wang and

Philip Coleman, Mark D. Plumbley

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Chenxi Xiao, Naveen Madapana, Juan Wachs

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Kihyuk Sohn, Chun-Liang Li, Jinsung Yoon and

Minho Jin, Tomas Pfister

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self-supervised learning, deep one-class classification

Giovanni Franzese, Carlos Celemin, Jens Kober

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Yue Wang, Justin Solomon

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vision, graph learning

Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi, Rita Cucchiara

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transformer, image captioning, vision and language, fully-attentive models, mesh connectivity, memory vectors, self-attention

William Agnew, Christopher Xie, Aaron Walsman and

Octavian Murad, Yubo Wang, Pedro Domingos, Siddhartha Srinivasa

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Andras Gabor Kupcsik, Markus Spies, Alexander Klein and

Marco Todescato, Nicolai Waniek, Philipp Schillinger, Mathias Bürger

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Zhaoyuan Fang, Ayush Jain, Gabriel Sarch and

Adam Harley, Katerina Fragkiadaki

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embodied, object detection, self-supervised

Kuno Kim, Megumi Sano, Julian De Freitas and

Nick Haber, Daniel Yamins

Keywords Abstract Paper

Applications - Neuroscience, Cognitive Science, Biology and Health

Andreas Hochlehnert, Alexander Terenin, Steindor Saemundsson, Marc Deisenroth

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Tiziano Portenier, Siavash Arjomand Bigdeli, Orcun Goksel

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Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Frank Schneider, Felix Dangel, Philipp Hennig

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deep learning, optimization, interpretability

Thomas Kipf, Elise van der Pol, Max Welling

Keywords Abstract Paper

state representation learning, graph neural networks, model-based reinforcement learning, relational learning, object discovery

Qi Zhu, Zheng Zhang, Yan Fang and

Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang

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end-to-end evaluation, dialogue systems, error analysis, ConvLab-2

David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

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Abhishek Das, Federico Carnevale, Hamza Merzic and

Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Greg Wayne, Feilx Hill

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Applications - Neuroscience, Cognitive Science, Biology and Health

Menglong Yang, Fangrui Wu, Wei Li

Keywords Abstract Paper

stereo matching, wavelet coefficients, inverse wavelet transform, supervised learning, deep representation, multi-scale features, multi-resolution cost volume, wavelet regression, disparity reconstruction, disparity refinement

Daniel Lenton, Stephen James, Ronald Clark, Andrew Davison

Keywords Abstract Paper

image-to-action learning, mapping, spatial awareness, egocentric, differentiable memory

Snehal Jauhri, Carlos Celemin, Jens Kober

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Dianbo Liu, Alex Lamb, Kenji Kawaguchi and

Anirudh Goyal ALIAS PARTH GOYAL, Chen Sun, Michael Mozer, Yoshua Bengio

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deep learning, robustness, transformers, generative model, graph learning

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

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downstream tasks, machine learning, explainability techniques, diverse techniques

Boyao Zhou, Jean-Sebastien Franco, Federica Bogo and

Bugra Tekin, Edmond Boyer

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Pornthep Preechayasomboon, Ali Israr, Majed Samad

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skin stretch, multidimensional haptics, haptic devices, handheld haptics, wearable haptics

Huajie Shao, Shuochao Yao, Dachun Sun and

Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek Abdelzaher

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Deep Learning - Generative Models and Autoencoders

Hongchen Luo, Wei Zhai, Jing Zhang and

Yang Cao, Dacheng Tao

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Computer Vision, Perception, Deep Learning, Vision and Perception

Haoqing Wang, Zhi-Hong Deng

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Computer Vision, Recognition, Adversarial Machine Learning, Deep Learning

Jiachen Sun, Yulong Cao, Christopher B Choy and

Zhiding Yu, Anima Anandkumar, Zhuoqing Morley Mao, Chaowei Xiao

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deep learning, robustness, adversarial robustness and security, self-supervised learning, transformers

Tobias Nickchen, Stefan Heindorf, Gregor Engels

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Maulishree Pandey, Hariharan Subramonyam, Brooke Sasia and

Steve Oney, Sile O'Modhrain

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tactile graphics, drawing applications, accessibility, blind

Jason Smith, Erin Truesdell, Jason Freeman and

Brian Magerko, Kristy Boyer, Tom Mcklin

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Applications, Music training and education, Domain knowledge, Representations of music, Human-centered MIR, User behavior analysis and mining, user modeling, MIR fundamentals and methodology, Multimodality, Symbolic music processing, Musical features and properties, Structure, segmentation, and form

Ozan Unal, Luc Van Gool, Dengxin Dai

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Sadbhavana Babar, Sukhendu Das

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Roland Hafner, Tim Hertweck, Philipp Kloeppner and

Michael Bloesch, Michael Neunert, Markus Wulfmeier, Saran Tunyasuvunakool, Nicolas Heess, Martin Riedmiller

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Xingyu Liu, Rico Jonschkowski, Anelia Angelova, Kurt Konolige

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pose estimation, stereo, keypoint, transparent object, robotic manipulation, depth sensor, dataset

Yu-Wei Chao, Jimei Yang, Weifeng Chen, Jia Deng

Keywords Abstract Paper