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Representation Learning

18863 directly classified papers

Papers per year

Papers

Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? AACL 2025
Differential Mamba AACL 2025
FINDR: A Fast Influential Data Selector for NL2Code Pretraining AACL 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025
MITracker: Multi-View Integration for Visual Object Tracking CVPR 2025
Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CONLL 2025
Robot Data Curation with Mutual Information Estimators RSS 2025
Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization RSS 2025
Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos RSS 2025
silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer SEMEVAL 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
On the Approximation of Kernel functions JMLR 2025
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025
Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025
Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025
Simplex Constrained Sparse Optimization via Tail Screening JMLR 2025
Autoencoders in Function Space JMLR 2025
Boosting Causal Additive Models JMLR 2025
Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025
Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025
DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows CVPR 2025
Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025