conftrace_

knowledge distillation

3725 papers

Explore in graph

Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025

One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models CVPR 2025

Scaling Down Text Encoders of Text-to-Image Diffusion Models CVPR 2025

CAKE: Category Aware Knowledge Extraction for Open-Vocabulary Object Detection AAAI 2025

RETRACTED: GEONet: Global Enhancement and Optimization Network for Lane Detection AAAI 2025

Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation AAAI 2025

Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ACL 2025

EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025

UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025

Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025

Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025

Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ACL 2025

AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025

Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025

SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection CVPR 2025

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025

Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025

Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025

3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract) AAAI 2025

Temporal reasoning for timeline summarisation in social media ACL 2025

Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025

DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture CVPR 2025

ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025