Transfer Learning

Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning CVPR 2023 Blessing of Class Diversity in Pre-training AISTATS 2023 Body Part-Based Representation Learning for Occluded Person Re-Identification WACV 2023 Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier ICCV 2023 Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL 2023 Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023 Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023 Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes ICLR 2023 Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction EACL 2023 Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation EACL 2023 Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach ICCV 2023 BUSTER: a “BUSiness Transaction Entity Recognition” dataset EMNLP 2023 Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NeurIPS 2023 Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning NeurIPS 2023 Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023 Can Direct Latent Model Learning Solve Linear Quadratic Gaussian Control? L4DC 2023 Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization EMNLP 2023 Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models? ICML 2023 Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract) AAAI 2023 Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data NeurIPS 2023 Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search Interspeech 2023 Causal Discovery from Subsampled Time Series with Proxy Variables NeurIPS 2023