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Pretraining

2471 directly classified papers

Papers per year

Papers

UMUTeam at SemEval-2024 Task 8: Combining Transformers and Syntax Features for Machine-Generated Text Detection NAACL 2024

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data NAACL 2024

A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024

Textual-Driven Adversarial Purification for Speaker Verification INTERSPEECH 2024

Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SEMEVAL 2024

An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios INTERSPEECH 2024

MINT: Boosting Audio-Language Model via Multi-Target Pre-Training and Instruction Tuning INTERSPEECH 2024

Audio Editing with Non-Rigid Text Prompts INTERSPEECH 2024

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models AAAI 2024

Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation NIPS 2024

REFeREE: A REference-FREE Model-Based Metric for Text Simplification COLING 2024

Fast Forwarding Low-Rank Training EMNLP 2024

BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NIPS 2024

Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024

Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024

Fine-Tuning a Pre-Trained Wav2Vec2 Model for Automatic Speech Recognition- Experiments with De Zahrar Sproche COLING 2024

Non-Linear Inference Time Intervention: Improving LLM Truthfulness INTERSPEECH 2024

Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata INTERSPEECH 2024

Quantifying Unintended Memorization in BEST-RQ ASR Encoders INTERSPEECH 2024

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024

Delving into Multimodal Prompting for Fine-Grained Visual Classification AAAI 2024

Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget AAAI 2024

Detect Any Keypoints: An Efficient Light-Weight Few-Shot Keypoint Detector AAAI 2024

A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024

Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training INTERSPEECH 2024