NeurIPS 2020 Workshop SVRHM Submissions

Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy
Shashi Kant Gupta
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Brain-Inspired Architectures for Efficient and Meaningful Learning from Temporally Smooth Data
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
Quantifying Adversarial Sensitivity of a Model as a Function of the Image Distribution
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
How does task structure shape representations in deep neural networks?
Kushin Mukherjee, Timothy T. Rogers
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Anatomically Constrained ResNets Exhibit Opponent Receptive Fields; So What?
Ethan Harris, Daniela Mihai, Jonathon Hare
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Modeling human visual search: A combined Bayesian searcher and saliency map approach for eye movement guidance in natural scenes
Melanie Sclar, Gaston Bujia, Sebastian Vita, Guillermo Solovey, Juan Esteban Kamienkowski
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Oral
- Readers: Everyone
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
Disentangled Face Representations in Deep Generative Models and the Human Brain
Paul Soulos, Leyla Isik
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Probabilistic Information Processing in Humans and Recurrent Neural Networks
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
Transforming neural network visual representations to predict human judgments of similarity
Ioanna Maria Attarian, Brett D Roads, Michael Curtis Mozer
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Predictive coding feedback results in perceived illusory contours in a recurrent neural network
Zhaoyang Pang, Bhavin Choksi, Callum Biggs O'May, Rufin VanRullen
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Brain-inspired predictive coding dynamics improve the robustness of deep neural networks
Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, B. ADOR, Andrea Alamia, Rufin VanRullen
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Curvature as an Organizing Principle of Mid-level Visual Representation: A Semantic-preference Mapping Approach
Shi Pui Donald Li, Michael Bonner
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Rethinking supervised learning: insights from biological learning and from calling it by its name
Alex Hernández-García
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Investigating Emotion-Color Association in Deep Neural Networks
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
Observer-dependent Collective Behavior For Biologically-inspired Processing Models
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
Understanding CNNs as a model of the inferior temporal cortex: using mediation analysis to unpack the contribution of perceptual and semantic features in random and trained networks
Anna Truzzi, Rhodri Cusack
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Iterative VAE as a predictive brain model for out-of-distribution generalization
Victor Boutin, Aimen Zerroug, Minju Jung, Thomas Serre
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Task-Driven Learning of Contour Integration Responses in a V1 Model
Salman Khan, Alexander Wong, Bryan P. Tripp
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Oral
- Readers: Everyone
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret
- Published: 03 Nov 2020, Last Modified: 22 Oct 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
CNNs efficiently learn long-range dependencies
Timo Lüddecke, Alexander S Ecker
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception
Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum
- Published: 03 Nov 2020, Last Modified: 05 May 2023
- SVRHM@NeurIPS Oral
- Readers: Everyone
A Deep Generative Model Imitating Predictive Coding in Human Brain
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone
Identifying and interpreting tuning dimensions in deep networks
Nolan Simran Dey, Eric Taylor, Bryan P. Tripp, Alexander Wong, Graham W Taylor
- Published: 03 Nov 2020, Last Modified: 22 Oct 2023
- SVRHM@NeurIPS Poster
- Readers: Everyone
Brain-Like Object Recognition Neural Networks are more robustness to common corruptions
Anonymous
- 09 Oct 2020 (modified: 05 May 2023)
- Submitted to SVRHM@NeurIPS
- Readers: Everyone