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Representation Learning

401 directly classified papers

Papers per year

Papers

Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification ACL 2024
Parallel Backpropagation for Shared-Feature Visualization NIPS 2024
Transcoders find interpretable LLM feature circuits NIPS 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024
Cluster-Norm for Unsupervised Probing of Knowledge EMNLP 2024
Semformer: Transformer Language Models with Semantic Planning EMNLP 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024
Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs EMNLP 2024
Latent Concept-based Explanation of NLP Models EMNLP 2024
Linear Layer Extrapolation for Fine-Grained Emotion Classification EMNLP 2024
Pre-trained Large Language Models Use Fourier Features to Compute Addition NIPS 2024
Relightable Gaussian Codec Avatars CVPR 2024
DS-NeRV: Implicit Neural Video Representation with Decomposed Static and Dynamic Codes CVPR 2024
ParamISP: Learned Forward and Inverse ISPs using Camera Parameters CVPR 2024
Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion CVPR 2024
PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus AAAI 2024
Dynamic Feature Pruning and Consolidation for Occluded Person Re-identification AAAI 2024
Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions CVPR 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning NIPS 2024
Defining and Quantifying the Emergence of Sparse Concepts in DNNs CVPR 2023
GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech INTERSPEECH 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution CVPR 2023