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Pretraining

2471 directly classified papers

Papers per year

Papers

Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP AAAI 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025
Structural Deep Encoding for Table Question Answering ACL 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation ICCV 2025
Steering Guidance for Personalized Text-to-Image Diffusion Models ICCV 2025
SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining AAAI 2025
Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases ACL 2025
Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025
Drop Dropout on Single Epoch Language Model Pretraining ACL 2025
Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
Scalable Vision Language Model Training via High Quality Data Curation ACL 2025
DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025
DreamBlend: Advancing Personalized Fine-Tuning of Text-to-Image Diffusion Models WACV 2025
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation WACV 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices WACV 2025
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025
The FineView Dataset:A 3D Scanned Multi-View Object Dataset of Fine-Grained Category Instances WACV 2025
Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025
DreaMo: Articulated 3D Reconstruction from a Single Casual Video WACV 2025