ICLR 2022 Conference Submissions

Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream
Franziska Geiger, Martin Schrimpf, Tiago Marques, James J. DiCarlo
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Spotlight
- Readers: Everyone
Learning to Downsample for Segmentation of Ultra-High Resolution Images
Chen Jin, Ryutaro Tanno, Thomy Mertzanidou, Eleftheria Panagiotaki, Daniel C. Alexander
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Poster
- Readers: Everyone
Variational Neural Cellular Automata
Rasmus Berg Palm, Miguel González Duque, Shyam Sudhakaran, Sebastian Risi
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Poster
- Readers: Everyone
Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation
Todor Davchev, Oleg Olegovich Sushkov, Jean-Baptiste Regli, Stefan Schaal, Yusuf Aytar, Markus Wulfmeier, Jon Scholz
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
L0-Sparse Canonical Correlation Analysis
Ofir Lindenbaum, Moshe Salhov, Amir Averbuch, Yuval Kluger
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
Sheikh Shams Azam, Seyyedali Hosseinalipour, Qiang Qiu, Christopher Brinton
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Generative Modeling for Multitask Visual Learning
Zhipeng Bao, Yu-Xiong Wang, Martial Hebert
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Is Homophily a Necessity for Graph Neural Networks?
Yao Ma, Xiaorui Liu, Neil Shah, Jiliang Tang
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Poster
- Readers: Everyone
Where is the bottleneck in long-tailed classification?
Zaid Khan, Yun Fu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Poisson Processes
Simon Luo, Feng Zhou, lamiae azizi, Mahito Sugiyama
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
DEGREE: Decomposition Based Explanation for Graph Neural Networks
Qizhang Feng, Ninghao Liu, Fan Yang, Ruixiang Tang, Mengnan Du, Xia Hu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Brain insights improve RNNs' accuracy and robustness for hierarchical control of continually learned autonomous motor motifs
Laureline Logiaco, G Sean Escola
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
VUT: Versatile UI Transformer for Multimodal Multi-Task User Interface Modeling
Yang Li, Gang Li, Xin Zhou, Mostafa Dehghani, Alexey A. Gritsenko
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations
Fei Deng, Ingook Jang, Sungjin Ahn
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Submitted
- Readers: Everyone
Recognizing and overcoming the greedy nature of learning in multi-modal deep neural networks
Nan Wu, Stanislaw Kamil Jastrzebski, Kyunghyun Cho, Krzysztof J. Geras
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Subjective Learning for Open-Ended Data
Tianren Zhang, Yizhou Jiang, Xin Su, Shangqi Guo, Feng Chen
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Submitted
- Readers: Everyone
KINet: Keypoint Interaction Networks for Unsupervised Forward Modeling
Alireza Rezazadeh, Changhyun Choi
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Improving Mutual Information Estimation with Annealed and Energy-Based Bounds
Rob Brekelmans, Sicong Huang, Marzyeh Ghassemi, Greg Ver Steeg, Roger Baker Grosse, Alireza Makhzani
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Deep banach space kernels
Mrityunjay Bhardwaj
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods
Xueyuan She, Saurabh Dash, Saibal Mukhopadhyay
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Diverse Client Selection for Federated Learning via Submodular Maximization
Ravikumar Balakrishnan, Tian Li, Tianyi Zhou, Nageen Himayat, Virginia Smith, Jeff Bilmes
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation
Da Xu, Yuting Ye, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, Kannan Achan
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Gesture2Vec: Clustering Gestures using Representation Learning Methods for Co-speech Gesture Generation
Payam Jome Yazdian, Mo Chen, Angelica Lim
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Variational Predictive Routing with Nested Subjective Timescales
Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Poster
- Readers: Everyone
Logit Attenuating Weight Normalization
Aman Gupta, Rohan Ramanath, Jun Shi, Anika Ramachandran, SIROU ZHU, Mingzhou Zhou, Sathiya Keerthi
- Published: 28 Jan 2022, Last Modified: 22 Oct 2023
- ICLR 2022 Submitted
- Readers: Everyone