Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model Oct 19, 2023 Causal Discovery Language Modeling
Code Code Available Streaming Detection of Queried Event Start Dec 4, 2024 Autonomous Driving parameter-efficient fine-tuning
Code Code Available AR-RAG: Autoregressive Retrieval Augmentation for Image Generation Jun 8, 2025 Image Generation parameter-efficient fine-tuning
Code Code Available IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Mar 26, 2025 class-incremental learning Class Incremental Learning
Code Code Available Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning Jun 25, 2024 image-classification Image Classification
Code Code Available How to Tune a Multilingual Encoder Model for Germanic Languages: A Study of PEFT, Full Fine-Tuning, and Language Adapters Jan 10, 2025 named-entity-recognition Named Entity Recognition
Code Code Available ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model Apr 20, 2025 Code Generation Computational Efficiency
Code Code Available Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models Sep 30, 2024 Few-Shot Learning In-Context Learning
Code Code Available Refining Joint Text and Source Code Embeddings for Retrieval Task with Parameter-Efficient Fine-Tuning May 7, 2024 Benchmarking Contrastive Learning
Code Code Available Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models Dec 18, 2024 Computational Efficiency parameter-efficient fine-tuning
Code Code Available Re-Imagining Multimodal Instruction Tuning: A Representation View Mar 2, 2025 Instruction Following MME
Code Code Available Hiding Images in Diffusion Models by Editing Learned Score Functions Mar 24, 2025 Denoising parameter-efficient fine-tuning
Code Code Available Train More Parameters But Mind Their Placement: Insights into Language Adaptation with PEFT Dec 17, 2024 parameter-efficient fine-tuning
Code Code Available StyleSpeech: Parameter-efficient Fine Tuning for Pre-trained Controllable Text-to-Speech Aug 27, 2024 parameter-efficient fine-tuning text-to-speech
Code Code Available Reprogramming Distillation for Medical Foundation Models Jul 9, 2024 Knowledge Distillation Lightweight Deployment
Code Code Available CoLA: Collaborative Low-Rank Adaptation May 21, 2025 CoLA Mixture-of-Experts
Code Code Available LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering Dec 16, 2024 In-Context Learning Instruction Following
Code Code Available AROMA: Autonomous Rank-one Matrix Adaptation Apr 6, 2025 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Dec 22, 2024 Hate Speech Detection parameter-efficient fine-tuning
Code Code Available Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing Mar 31, 2024 Graph Classification Knowledge Graph Completion
Code Code Available Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level Tasks Jan 1, 2025 Computational Efficiency Diversity
Code Code Available ColA: Collaborative Adaptation with Gradient Learning Apr 22, 2024 CoLA parameter-efficient fine-tuning
Code Code Available Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order Jun 4, 2025 parameter-efficient fine-tuning
Code Code Available GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors Jun 17, 2025 Bilevel Optimization Mixture-of-Experts
Code Code Available Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters Jul 1, 2024 Knowledge Graphs Language Modeling
Code Code Available Gradient Weight-normalized Low-rank Projection for Efficient LLM Training Dec 27, 2024 parameter-efficient fine-tuning
Code Code Available RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models Mar 4, 2024 Few-Shot Text Classification parameter-efficient fine-tuning
Code Code Available Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? Oct 8, 2024 In-Context Learning Machine Translation
Code Code Available Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning Jun 4, 2025 Federated Learning parameter-efficient fine-tuning
Code Code Available Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Nov 7, 2024 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available VELoRA: A Low-Rank Adaptation Approach for Efficient RGB-Event based Recognition Dec 28, 2024 parameter-efficient fine-tuning
Code Code Available VTD-CLIP: Video-to-Text Discretization via Prompting CLIP Mar 24, 2025 parameter-efficient fine-tuning Video Recognition
Code Code Available Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models Mar 24, 2025 parameter-efficient fine-tuning Tensor Decomposition
Code Code Available RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates Oct 14, 2024 parameter-efficient fine-tuning
Code Code Available GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Feb 18, 2024 Graph Neural Network In-Context Learning
Code Code Available 