latent representation

MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders MIDL 2025 Multimodal Inference with Incremental Tabular Attributes IJCAI 2025 Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis AAAI 2025 Navigating Image Restoration with VAR's Distribution Alignment Prior CVPR 2025 Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence ICLR 2025 NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments ICCV 2025 On Effects of Steering Latent Representation for Large Language Model Unlearning AAAI 2025 Position: We Need An Algorithmic Understanding of Generative AI ICML 2025 "Principal Components" Enable A New Language of Images ICCV 2025 Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025 Revisiting Machine Unlearning with Dimensional Alignment WACV 2025 Riemann$^2$: Learning Riemannian Submanifolds from Riemannian Data AISTATS 2025 S4M: S4 for multivariate time series forecasting with Missing values ICLR 2025 SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models EMNLP 2025 Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025 Self-supervised contrastive learning performs non-linear system identification ICLR 2025 Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers ACL 2025 Sparse Autoencoders, Again? ICML 2025 SPCODEC: Split and Prediction for Neural Speech Codec Interspeech 2025 SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction AAAI 2025 Steinmetz Neural Networks for Complex-Valued Data AISTATS 2025 T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data ICLR 2025 Unity in Diversity: Video Editing via Gradient-Latent Purification CVPR 2025 VidTwin: Video VAE with Decoupled Structure and Dynamics CVPR 2025 Weakly Supervised Anomaly Detection via Dual-Tailed Kernel ICML 2025