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Representation Learning

4516 directly classified papers

Papers per year

Papers

BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024
Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing AAAI 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024
Learning Infinitesimal Generators of Continuous Symmetries from Data NIPS 2024
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NIPS 2024
Personalized Federated Learning via Feature Distribution Adaptation NIPS 2024
Self-supervised Transformation Learning for Equivariant Representations NIPS 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement NIPS 2024
Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024
Transcendence: Generative Models Can Outperform The Experts That Train Them NIPS 2024
Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024
Learning Structured Representations with Hyperbolic Embeddings NIPS 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract) AAAI 2024
Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract) AAAI 2024
Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract) AAAI 2024
Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024
Towards Squeezing-Averse Virtual Try-On via Sequential Deformation AAAI 2024
FaceCoresetNet: Differentiable Coresets for Face Set Recognition AAAI 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs AAAI 2024
Forecasting Bimanual Object Manipulation Sequences from Unimanual Observations AAAI 2024
Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024