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Representation Learning

401 directly classified papers

Papers per year

Papers

Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis INTERSPEECH 2023
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ACL 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023
Defining and Quantifying the Emergence of Sparse Concepts in DNNs CVPR 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability CVPR 2023
ABCD: Arbitrary Bitwise Coefficient for De-Quantization CVPR 2023
Reconstruction Probing ACL 2023
Critical Learning Periods for Multisensory Integration in Deep Networks CVPR 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing EMNLP 2023
Controlled Text Generation with Hidden Representation Transformations ACL 2023
Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023
DKM: Dense Kernelized Feature Matching for Geometry Estimation CVPR 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
Initialization Noise in Image Gradients and Saliency Maps CVPR 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023
BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning AAAI 2023
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023
Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023
Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions AAAI 2023
Incorporating Attribution Importance for Improving Faithfulness Metrics ACL 2023
Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction CVPR 2023
Holographic CCG Parsing ACL 2023
Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023
Efficient Shapley Values Estimation by Amortization for Text Classification ACL 2023
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data AAAI 2023