Representation Learning

With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024 Word-Aware Modality Stimulation for Multimodal Fusion COLING 2024 Word Boundary Information Isn’t Useful for Encoder Language Models ACL 2024 Word Embeddings Are Steers for Language Models ACL 2024 Word Sense Disambiguation as a Game of Neurosymbolic Darts COLING 2024 Words That Stick: Using Keyword Cohesion to Improve Text Segmentation CoNLL 2024 Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation EMNLP 2024 Wukong: Towards a Scaling Law for Large-Scale Recommendation ICML 2024 XDetox: Text Detoxification with Token-Level Toxicity Explanations EMNLP 2024 XferBench: a Data-Driven Benchmark for Emergent Language NAACL 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation Interspeech 2024 You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection NeurIPS 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024 Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs ICLR 2024 Zero-Reference Low-Light Enhancement via Physical Quadruple Priors CVPR 2024 ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining CVPR 2024 Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024 Zero-Shot Reinforcement Learning via Function Encoders ICML 2024 Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024 $\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks ICLR 2023 3D-Aware Multi-Class Image-to-Image Translation With NeRFs CVPR 2023 3D molecule generation by denoising voxel grids NeurIPS 2023 3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability ICCV 2023