Pretraining

SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training ICLR 2024 SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks AAAI 2024 Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning COLING 2024 Spectral Adapter: Fine-Tuning in Spectral Space NeurIPS 2024 Speech Analysis of Language Varieties in Italy COLING 2024 Speech and Language Recognition with Low-rank Adaptation of Pretrained Models Interspeech 2024 Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024 Speechworthy Instruction-tuned Language Models EMNLP 2024 SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning ICLR 2024 SRIB-NMT’s Submission to the Indic MT Shared Task in WMT 2024 EMNLP 2024 SRTube: Video-Language Pre-Training with Action-Centric Video Tube Features and Semantic Role Labeling CVPR 2024 SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning ECCV 2024 STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment ICML 2024 Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study Interspeech 2024 Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations EMNLP 2024 Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024 Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning NeurIPS 2024 Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NeurIPS 2024 Surface-VQMAE: Vector-quantized Masked Auto-encoders on Molecular Surfaces ICML 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024 SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation WACV 2024 TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt IJCAI 2024 Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024