NeurIPS 2022 Workshop Attention Submissions

Bounded logit attention: Learning to explain image classifiers
Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer
- Published: 21 Oct 2022, Last Modified: 12 Mar 2024
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
TDLR: Top Semantic-Down Syntactic Language Representation
Vipula Rawte, Megha Chakraborty, Kaushik Roy, Manas Gaur, Keyur Faldu, Prashant Kikani, Hemang Akbari, Amit P. Sheth
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Attention for Compositional Modularity
Oleksiy Ostapenko, Pau Rodriguez, Alexandre Lacoste, Laurent Charlin
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks
Yuxuan Li, James McClelland
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
The Paradox of Choice: On the Role of Attention in Hierarchical Reinforcement Learning
Andrei Cristian Nica, Khimya Khetarpal, Doina Precup
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
FuzzyNet: A Fuzzy Attention Module for Polyp Segmentation
Krushi Bharatbhai Patel, Fengjun Li, Guanghui Wang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Is Attention Interpretation? A Quantitative Assessment On Sets
Jonathan Haab, Nicolas Deutschmann, Maria Rodriguez Martinez
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Oral
- Readers: Everyone
Wide Attention Is The Way Forward For Transformers?
Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D. Mullins
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Oral
- Readers: Everyone
Attention as inference with third-order interactions
Yicheng Fei, Xaq Pitkow
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang, Alyssa Li Dayan, Franziska Meier, Thomas L. Griffiths, Sergey Levine, Amy Zhang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Oral
- Readers: Everyone
Improving cross-modal attention via object detection
Yongil Kim, Yerin Hwang, Seunghyun Yoon, Hyeongu Yun, Kyomin Jung
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Graph Attention for Spatial Prediction
Corban Rivera, Ryan W. Gardner
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers
Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair, Mahmoud Famouri
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Fine-tuning hierarchical circuits through learned stochastic co-modulation
Caroline Haimerl, Eero P Simoncelli, Cristina Savin
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Oral
- Readers: Everyone
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Bernie Wang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Quantifying attention via dwell time and engagement in a social media browsing environment
Ziv Epstein, Hause Lin, Gordon Pennycook, David Rand
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Revisiting Attention Weights as Explanations from an Information Theoretic Perspective
Bingyang Wen, Koduvayur Subbalakshmi, Fan Yang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Foundations of Attention Mechanisms in Deep Neural Network Architectures
Pierre Baldi, Roman Vershynin
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Oral
- Readers: Everyone
Unlocking Slot Attention by Changing Optimal Transport Costs
Yan Zhang, David W Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
- Published: 21 Oct 2022, Last Modified: 12 Mar 2024
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone