← Authors

Shir Gur

13 papers · 2017–2022 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (34) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸ† Grand Slam 🀝 Dynamic Duo (11) ⚑ Prolific Year (5) πŸ’Ž Century Club (13) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (60)

Conferences

ICCV (3) AAAI (2) CVPR (2) ICLR (2) NIPS (2) EMNLP (1) ICML (1)

Top co-authors

Lior Wolf (11) Hila Chefer (2) Raphael Bensadoun (2) Ameen Ali (1) Sagie Benaim (1) Natalia Neverova (1) Jaesik Choi (1) Tal Shaharabany (1) Yaron Oz (1) Michael Rotman (1)

Keywords

attention mechanism (2) attribution method (2) generative adversarial network (2) visual question answering (2) unsupervised learning (2) self-supervised learning (1) explainable ai (1) image segmentation (1) structure from motion (1) image captioning (1) video generation (1) cross-modal retrieval (1) neural network interpretability (1) deep learning (1) gradient-based method (1) patch-based model (1) neural network visualization (1) hierarchical model (1) semantic information (1) multimodal learning (1)

Papers

Unsupervised Disentanglement with Tensor Product Representations on the Torus ICLR 2022
Neural Inverse Kinematic ICML 2022
Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021
Transformer Interpretability Beyond Attention Visualization CVPR 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021
Meta Internal Learning NIPS 2021
Generic Attention-Model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers ICCV 2021
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks AAAI 2020
End to End Trainable Active Contours via Differentiable Rendering ICLR 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample NIPS 2020
Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network ICCV 2019
Single Image Depth Estimation Trained via Depth From Defocus Cues CVPR 2019
From Square Pieces to Brick Walls: The Next Challenge in Solving Jigsaw Puzzles ICCV 2017