Papers
3,706 papers found
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
Viplove Arora, Daniele Irto, Sebastian Goldt et al.
Adaptivity Complexity for Causal Graph Discovery
Davin Choo, Kirankumar Shiragur
Parity calibration
Youngseog Chung, Aaron Rumack, Chirag Gupta
Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis.
Swetha Ganesh, Rohan Deb, Gugan Thoppe et al.
Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper Complexity Measure for Classification
Paweł Piwek, Adam Klukowski, Tianyang Hu
Jana: Jointly amortized neural approximation of complex Bayesian models
Stefan T. Radev, Marvin Schmitt, Valentin Pratz et al.
Depth Completion via Deep Basis Fitting
Chao Qu, Ty Nguyen, Camillo Taylor
Regularize, Expand and Compress: NonExpansive Continual Learning
Jie Zhang, Junting Zhang, Shalini Ghosh et al.
Spatial-Content Image Search in Complex Scenes
Jin Ma, Shanmin Pang, Bo Yang et al.
Color Composition Similarity and Its Application in Fine-grained Similarity
Mai Lan Ha, Vlad Hosu, Volker Blanz
Adaptive Neural Connections for Sparsity Learning
Alex Gain, Prakhar Kaushik, Hava Siegelmann
Deep Image Compositing
He Zhang, Jianming Zhang, Federico Perazzi et al.
Efficient Attention: Attention With Linear Complexities
Zhuoran Shen, Mingyuan Zhang, Haiyu Zhao et al.
Generative Patch Priors for Practical Compressive Image Recovery
Rushil Anirudh, Suhas Lohit, Pavan Turaga
Compositional Learning of Image-Text Query for Image Retrieval
Muhammad Umer Anwaar, Egor Labintcev, Martin Kleinsteuber
Structured Visual Search via Composition-Aware Learning
Mert Kilickaya, Arnold W.M. Smeulders
Learning to Distill Convolutional Features Into Compact Local Descriptors
Jongmin Lee, Yoonwoo Jeong, Seungwook Kim et al.
2D to 3D Medical Image Colorization
Aradhya Neeraj Mathur, Apoorv Khattar, Ojaswa Sharma
Compositional Embeddings for Multi-Label One-Shot Learning
Zeqian Li, Michael Mozer, Jacob Whitehill
Contextual Gradient Scaling for Few-Shot Learning
Sanghyuk Lee, Seunghyun Lee, Byung Cheol Song
Visual Understanding of Complex Table Structures From Document Images
Sachin Raja, Ajoy Mondal, C.V. Jawahar
Learning From the CNN-Based Compressed Domain
Zhenzhen Wang, Minghai Qin, Yen-Kuang Chen
Sparsity Agnostic Depth Completion
Andrea Conti, Matteo Poggi, Stefano Mattoccia
Federated Learning for Commercial Image Sources
Shreyansh Jain, Koteswar Rao Jerripothula
Image Completion With Heterogeneously Filtered Spectral Hints
Xingqian Xu, Shant Navasardyan, Vahram Tadevosyan et al.