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Representation Learning

4516 directly classified papers

Papers per year

Papers

Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024
Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024
Parallel Backpropagation for Shared-Feature Visualization NIPS 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation NIPS 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NIPS 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NIPS 2024
BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model NIPS 2024
SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing AAAI 2024
Direct May Not Be the Best: An Incremental Evolution View of Pose Generation AAAI 2024
Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract) AAAI 2024
BendVLM: Test-Time Debiasing of Vision-Language Embeddings NIPS 2024
MFP: Making Full Use of Probability Maps for Interactive Image Segmentation CVPR 2024
DenoiseRep: Denoising Model for Representation Learning NIPS 2024
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NIPS 2024
Learning symmetries via weight-sharing with doubly stochastic tensors NIPS 2024
How Far Can We Compress Instant-NGP-Based NeRF? CVPR 2024
Generalizable Implicit Motion Modeling for Video Frame Interpolation NIPS 2024
Beyond Average: Individualized Visual Scanpath Prediction CVPR 2024
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens NIPS 2024
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis EMNLP 2024
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NIPS 2024
Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024
Association Pattern-aware Fusion for Biological Entity Relationship Prediction NIPS 2024
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NIPS 2024