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Representation Learning

4516 directly classified papers

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Papers

Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
Exploring Memorization in Fine-tuned Language Models ACL 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024
Simple Semantic-Aided Few-Shot Learning CVPR 2024
Prompt Expansion for Adaptive Text-to-Image Generation ACL 2024
Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling CVPR 2024
The Effective Number of Shared Dimensions Between Paired Datasets AISTATS 2024
Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024
On the connection between Noise-Contrastive Estimation and Contrastive Divergence AISTATS 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation ACL 2024
Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods AISTATS 2024
Any-dimensional equivariant neural networks AISTATS 2024
Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity AISTATS 2024
Residual Denoising Diffusion Models CVPR 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024
Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection NIPS 2024
Generating Content for HDR Deghosting from Frequency View CVPR 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NIPS 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network CVPR 2024
Towards Progressive Multi-Frequency Representation for Image Warping CVPR 2024