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Representation Learning

401 directly classified papers

Papers per year

Papers

Cross Modal Retrieval With Querybank Normalisation CVPR 2022
DARE: Disentanglement-Augmented Rationale Extraction NIPS 2022
SignRFF: Sign Random Fourier Features NIPS 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022
Convergent Representations of Computer Programs in Human and Artificial Neural Networks NIPS 2022
GENIE: Higher-Order Denoising Diffusion Solvers NIPS 2022
Drawing out of Distribution with Neuro-Symbolic Generative Models NIPS 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NIPS 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension NIPS 2022
Spherization Layer: Representation Using Only Angles NIPS 2022
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space NIPS 2022
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection NIPS 2022
Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022
Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022
Entropy-Based Logic Explanations of Neural Networks AAAI 2022
Learning Token-Based Representation for Image Retrieval AAAI 2022
Interpretable Generative Adversarial Networks AAAI 2022
ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022
FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022
On the Geometry of Concreteness ACL 2022