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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].

ad-kd icon ad-kd

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

amtml-kd-code icon amtml-kd-code

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

attention-snn icon attention-snn

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

coop icon coop

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

directclr icon directclr

Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.

fewrel icon fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

galore icon galore

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

hifuse icon hifuse

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

hyperim icon hyperim

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

ibd icon ibd

Improving Adversarial Robustness via Information Bottleneck Distillation

ibkd icon ibkd

This is the official repository for the IBKD knowledge distillation method, as described in the paper .

icmvc icon icmvc

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

jcl icon jcl

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

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