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Pretraining

2471 directly classified papers

Papers per year

Papers

MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
Scaling Language-Free Visual Representation Learning ICCV 2025
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025
On the Path to Make Ukrainian a High-Resource Language ACL 2025
DreaMo: Articulated 3D Reconstruction from a Single Casual Video WACV 2025
DeCLIP: Decoding CLIP Representations for Deepfake Localization WACV 2025
SynDRA: Synthetic Dataset for Railway Applications WACV 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025
Understanding Co-speech Gestures in-the-wild ICCV 2025
Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
Mind the Time: Temporally-Controlled Multi-Event Video Generation CVPR 2025
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification AAAI 2025
Improving Continual Pre-training Through Seamless Data Packing ACL 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025
CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation CVPR 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025
OpenSDI: Spotting Diffusion-Generated Images in the Open World CVPR 2025
UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. ACL 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025