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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

CycleGN: A Cycle Consistent Approach for Neural Machine Translation EMNLP 2024
Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models EMNLP 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024
Depth Anything V2 NIPS 2024
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NIPS 2024
Exploring Molecular Pretraining Model at Scale NIPS 2024
SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NIPS 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
Reliable Data Generation and Selection for Low-Resource Relation Extraction AAAI 2024
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals RSS 2024
Self-Supervised Learning for Visual Relationship Detection Through Masked Bounding Box Reconstruction WACV 2024
Self-Supervised Denoising Transformer With Gaussian Process WACV 2024
Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning IJCAI 2024
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024
Self-Supervised Learning for Enhancing Spatial Awareness in Free-Hand Sketches IJCAI 2024
Self-Supervised Vision for Climate Downscaling IJCAI 2024
HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph IJCAI 2024
An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding IJCAI 2024
Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models INTERSPEECH 2024
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets INTERSPEECH 2024
DINO-VITS: Data-Efficient Zero-Shot TTS with Self-Supervised Speaker Verification Loss for Noise Robustness INTERSPEECH 2024
DualVC 3: Leveraging Language Model Generated Pseudo Context for End-to-end Low Latency Streaming Voice Conversion INTERSPEECH 2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses COLING 2024
Meta-Adapter for Self-Supervised Speech Models: A Solution to Low-Resource Speech Recognition Challenges COLING 2024