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Representation Learning

401 directly classified papers

Papers per year

Papers

SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection ICCV 2023
An Inductive Bias for Tabular Deep Learning NIPS 2023
Explainable Brain Age Prediction using coVariance Neural Networks NIPS 2023
Neural Fields with Hard Constraints of Arbitrary Differential Order NIPS 2023
Learning Layer-wise Equivariances Automatically using Gradients NIPS 2023
Towards a Deep Understanding of Multilingual End-to-End Speech Translation EMNLP 2023
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NIPS 2023
Holographic CCG Parsing ACL 2023
The Locality and Symmetry of Positional Encodings EMNLP 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization NIPS 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing EMNLP 2023
Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions ACL 2023
DKM: Dense Kernelized Feature Matching for Geometry Estimation CVPR 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability CVPR 2023
Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023
Defining and Quantifying the Emergence of Sparse Concepts in DNNs CVPR 2023
Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography CVPR 2023
Critical Learning Periods for Multisensory Integration in Deep Networks CVPR 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint CVPR 2023
Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023
ABCD: Arbitrary Bitwise Coefficient for De-Quantization CVPR 2023
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients NIPS 2023