Pretraining

MTLS: Making Texts into Linguistic Symbols EMNLP 2024 MTNLP-IIITH: Machine Translation for Low-Resource Indic Languages EMNLP 2024 Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL 2024 Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation Interspeech 2024 Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024 Multimodal Prompt Perceiver: Empower Adaptiveness Generalizability and Fidelity for All-in-One Image Restoration CVPR 2024 Multiplane Prior Guided Few-Shot Aerial Scene Rendering CVPR 2024 Multiple Physics Pretraining for Spatiotemporal Surrogate Models NeurIPS 2024 Multi-Task Transfer Matters During Instruction-Tuning ACL 2024 Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NeurIPS 2024 Multi-View Representation is What You Need for Point-Cloud Pre-Training ICLR 2024 MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures CVPR 2024 MVP: Minimal Viable Phrase for Long Text Understanding COLING 2024 MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo ICLR 2024 Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation ICLR 2024 NCL Team at SemEval-2024 Task 3: Fusing Multimodal Pre-training Embeddings for Emotion Cause Prediction in Conversations SemEval 2024 Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NeurIPS 2024 Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning ICML 2024 Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit NeurIPS 2024 Newswire: A Large-Scale Structured Database of a Century of Historical News NeurIPS 2024 NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024 NLIP_Lab-IITH Low-Resource MT System for WMT24 Indic MT Shared Task EMNLP 2024 NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024 NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem AAAI 2024 Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata Interspeech 2024