Representation Learning

Inference of Neural Dynamics Using Switching Recurrent Neural Networks NeurIPS 2024 Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NeurIPS 2024 Inferring Iterated Function Systems Approximately from Fractal Images IJCAI 2024 Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors NeurIPS 2024 Inferring stochastic low-rank recurrent neural networks from neural data NeurIPS 2024 Infinite-Dimensional Feature Interaction NeurIPS 2024 InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024 InfoCon: Concept Discovery with Generative and Discriminative Informativeness ICLR 2024 InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment COLING 2024 InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024 InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization ICML 2024 Information Retention via Learning Supplemental Features ICLR 2024 In Search of a Data Transformation That Accelerates Neural Field Training CVPR 2024 Insert or Attach: Taxonomy Completion via Box Embedding ACL 2024 Instance-Adaptive and Geometric-Aware Keypoint Learning for Category-Level 6D Object Pose Estimation CVPR 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024 Instruction Tuning-free Visual Token Complement for Multimodal LLMs ECCV 2024 Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders AAAI 2024 Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning CVPR 2024 Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion NeurIPS 2024 Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024 Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics ICML 2024 Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024 Integrating Representation Subspace Mapping with Unimodal Auxiliary Loss for Attention-based Multimodal Emotion Recognition COLING 2024 Integration of Global and Local Representations for Fine-grained Cross-modal Alignment ECCV 2024