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Papers
Logos as a Well-Tempered Pre-train for Sign Language Recognition
EMNLP 2025
LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning
ICLR 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation
ICLR 2025
Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation
ICML 2025
Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning
ICCV 2025
Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation
CVPR 2025
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
AAAI 2025
Neutral residues: revisiting adapters for model extension
ICML 2025
NILE: Internal Consistency Alignment in Large Language Models
EMNLP 2025
NLPopsCIOL@DravidianLangTech 2025: Classification of Abusive Tamil and Malayalam Text Targeting Women Using Pre-trained Models
NAACL 2025
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces
ICML 2025
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
EMNLP 2025
On the Generalization of Representation Uncertainty in Earth Observation
ICCV 2025
On the reliability of feature attribution methods for speech classification
Interspeech 2025
Parameter-Efficient Fine-tuning with Instance-Aware Prompt and Parallel Adapters for Speaker Verification
Interspeech 2025
PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition
Interspeech 2025
PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
ICML 2025
PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning
AAAI 2025
PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection
AACL 2025
PLAN: Proactive Low-Rank Allocation for Continual Learning
ICCV 2025
POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction
IJCAI 2025
Predicting Fine-tuned Performance on Larger Datasets Before Creating Them
COLING 2025
Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection
EMNLP 2025
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation
ICCV 2025
Query Efficient Black-Box Visual Prompting with Subspace Learning
CVPR 2025