representation learning

A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots CoRL 2023 Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation NeurIPS 2023 ADEPT: A DEbiasing PrompT Framework AAAI 2023 A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling AAAI 2023 AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset NeurIPS 2023 Advancing Radiograph Representation Learning with Masked Record Modeling ICLR 2023 Adversarial De-confounding in Individualised Treatment Effects Estimation AISTATS 2023 Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff ICCV 2023 Adversarial Multi-task Learning for End-to-end Metaphor Detection ACL 2023 A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel ICML 2023 A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions NeurIPS 2023 A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023 A General Representation Learning Framework with Generalization Performance Guarantees ICML 2023 Alex-U 2023 NLP at WojoodNER shared task: AraBINDER (Bi-encoder for Arabic Named Entity Recognition) EMNLP 2023 Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023 Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness ICLR 2023 Alignment with human representations supports robust few-shot learning NeurIPS 2023 All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction ICCV 2023 Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023 All in Tokens: Unifying Output Space of Visual Tasks via Soft Token ICCV 2023 ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization CVPR 2023 ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation CVPR 2023 A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning ICLR 2023 Amortised Invariance Learning for Contrastive Self-Supervision ICLR 2023 A Multidimensional Analysis of Social Biases in Vision Transformers ICCV 2023