Pretraining

A Comparative Analysis of Bilingual and Trilingual Wav2Vec Models for Automatic Speech Recognition in Multilingual Oral History Archives Interspeech 2024 A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages COLING 2024 AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs AAAI 2024 Adapters Strike Back CVPR 2024 A Diffusion-Based Pre-training Framework for Crystal Property Prediction AAAI 2024 ADOPD: A Large-Scale Document Page Decomposition Dataset ICLR 2024 Advancing Parameter Efficiency in Fine-tuning via Representation Editing ACL 2024 Agile Multi-Source-Free Domain Adaptation AAAI 2024 AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval CVPR 2024 A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models Interspeech 2024 Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024 AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024 All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024 A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation COLING 2024 A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024 Analyzing Finetuned Vision Models for Mixtec Codex Interpretation NAACL 2024 Ancient Chinese Punctuation via In-Context Learning COLING 2024 A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024 Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding NeurIPS 2024 An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios Interspeech 2024 Annotation-Free Audio-Visual Segmentation WACV 2024 AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection ICLR 2024 AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection Interspeech 2024 A Patch-based Student-Teacher Pyramid Matching Approach to Anomaly Detection in 3D Magnetic Resonance Imaging MIDL 2024 A Practitioner's Guide to Real-World Continual Multimodal Pretraining NeurIPS 2024