Pretraining

IT5: Text-to-text Pretraining for Italian Language Understanding and Generation COLING 2024 It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease Interspeech 2024 IT-Tuning : Parameter Efficient Information Token Tuning for Language Model ACL 2024 Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models COLING 2024 Jointly Training Large Autoregressive Multimodal Models ICLR 2024 JointMotion: Joint Self-Supervision for Joint Motion Prediction CoRL 2024 KerasCV and KerasNLP: Multi-framework Models JMLR 2024 Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic COLING 2024 Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models ICML 2024 KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis NeurIPS 2024 Label-Free Synthetic Pretraining of Object Detectors WACV 2024 LAMM: Label Alignment for Multi-Modal Prompt Learning AAAI 2024 LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment ICLR 2024 LAN: Learning to Adapt Noise for Image Denoising CVPR 2024 Large Pre-trained time series models for cross-domain Time series analysis tasks NeurIPS 2024 Large-scale Training of Foundation Models for Wearable Biosignals ICLR 2024 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024 LearnerVoice: A Dataset of Non-Native English Learners’ Spontaneous Speech Interspeech 2024 Learning for CasADi: Data-driven Models in Numerical Optimization L4DC 2024 Learning from Offline Foundation Features with Tensor Augmentations NeurIPS 2024 Learning Manipulation by Predicting Interaction RSS 2024 Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024 Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning ICML 2024