Representation Learning

Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs EMNLP 2024 Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors NeurIPS 2024 Information Flow in Self-Supervised Learning ICML 2024 Insights into LLM Long-Context Failures: When Transformers Know but Don’t Tell EMNLP 2024 Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction CVPR 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024 Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024 Invariant Risk Minimization Is A Total Variation Model ICML 2024 Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NeurIPS 2024 IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images CVPR 2024 Isometric Representation Learning for Disentangled Latent Space of Diffusion Models ICML 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NeurIPS 2024 IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024 JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients CVPR 2024 Joint Composite Latent Space Bayesian Optimization ICML 2024 KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching AAAI 2024 Kernel Readout for Graph Neural Networks IJCAI 2024 Knowledge-Aware Neuron Interpretation for Scene Classification AAAI 2024 Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024 Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning CVPR 2024 k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024 Label Confidence Weighted Learning for Target-level Sentence Simplification EMNLP 2024 LAN: Learning to Adapt Noise for Image Denoising CVPR 2024 Large Language Models Relearn Removed Concepts ACL 2024 Latent Concept-based Explanation of NLP Models EMNLP 2024