Pretraining

BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping WACV 2024 Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification Interspeech 2024 BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024 BOLD: Boolean Logic Deep Learning NeurIPS 2024 Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NeurIPS 2024 Boosting Vanilla Lightweight Vision Transformers via Re-parameterization ICLR 2024 Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ACL 2024 Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning EACL 2024 BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning NeurIPS 2024 Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024 CALVIN: Improved Contextual Video Captioning via Instruction Tuning NeurIPS 2024 Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024 CapHuman: Capture Your Moments in Parallel Universes CVPR 2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation ICML 2024 CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NeurIPS 2024 Cell ontology guided transcriptome foundation model NeurIPS 2024 CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis ICLR 2024 CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024 CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models NeurIPS 2024 Classification Done Right for Vision-Language Pre-Training NeurIPS 2024 Cleaner Pretraining Corpus Curation with Neural Web Scraping ACL 2024 Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers NeurIPS 2024 CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024 CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NeurIPS 2024 Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024