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Pretraining

2471 directly classified papers

Papers per year

Papers

How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation AAAI 2024
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NIPS 2024
FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection AAAI 2024
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining AAAI 2024
Divide and Conquer: Hybrid Pre-training for Person Search AAAI 2024
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL 2024
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders AAAI 2024
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models AAAI 2024
Directed Diffusion: Direct Control of Object Placement through Attention Guidance AAAI 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
Audio Editing with Non-Rigid Text Prompts INTERSPEECH 2024
Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free Videos AAAI 2024
MINT: Boosting Audio-Language Model via Multi-Target Pre-Training and Instruction Tuning INTERSPEECH 2024
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions NIPS 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information INTERSPEECH 2024
ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024
SA²VP: Spatially Aligned-and-Adapted Visual Prompt AAAI 2024
Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data ACL 2024
Domain-Controlled Prompt Learning AAAI 2024
Compact Speech Translation Models via Discrete Speech Units Pretraining ACL 2024
Introduction To Partial Fine-tuning: A Comprehensive Evaluation Of End-to-end Children’s Automatic Speech Recognition Adaptation INTERSPEECH 2024
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units INTERSPEECH 2024
IT-Tuning : Parameter Efficient Information Token Tuning for Language Model ACL 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NIPS 2024