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Samantha Williams's Projects

2024-aaai-divide icon 2024-aaai-divide

Official implementation of "Decoupled Contrastive Multi-View Clustering with High-Order Random Walks", [AAAI 2024].

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Source code of ACL 2023 accepted paper "AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression"

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AMTML-KD: Adaptive Multi-teacher Multi-level Knowledge Distillation

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Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)

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Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

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A Large-Scale Few-Shot Relation Extraction Dataset

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HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification

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PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"

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The code of "Incomplete contrastive multi-view clustering with high confident cluster guiding"

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Joint Contrastive Learning for Prompt-Based Few-Shot Language Learners

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[ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.09651)

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Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

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(CVPR 2022) MulT: An End-to-End Multitask Learning Transformer

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Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations (MIB for multimodal sentiment analysis)

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The Pytorch implementation of NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering

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Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"

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