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infonce

Here are 10 public repositories matching this topic...

amrhssn / teneNCE

Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

network-science representation-learning link-prediction complex-network noise-contrastive-estimation recurrent-neural-network self-supervised-learning graph-representation-learning contrastive-predictive-coding gnn graph-neural-network temporal-network contrastive-learning dynamic-graph infonce dynamic-link-prediction discrete-time-dynamic-graph snapshot-sequence

Updated Aug 31, 2024
Python

viig99 / ContrastiveLearningLossComparison

Comparing performance of different InfoNCE type losses used in contrastive learning.

information-retrieval uniformity contrastive-learning allignment infonce

Updated Jun 12, 2024
Python

francescobrigante / Audio-Style-Transfer

Neural Audio Style Transfer between piano and violin using GAN-based Encoder-Decoder architecture based on Disentanglement of Latent Representations of the input in complex domain

machine-learning generator deep-learning discriminator gan style-transfer encoder-decoder disentangled-representations contrastive-loss adversarial-training content-style content-style-disentanglement infonce audio-style-transfer

Updated Jul 11, 2026
Jupyter Notebook

mahrufa-binta-ali / ft-transformer-ehr-retrieval

Controlled benchmark comparing MLP and FT-Transformer-style EHR encoders for multimodal retrieval.

machine-learning retrieval tabular-data pytorch ehr representation-learning model-evaluation synthetic-data multimodal-learning medical-ai contrastive-learning infonce ft-transformer

Updated Jun 7, 2026
Python

AD-Styles / clip-from-scratch

Minimal CLIP from scratch — ResNet-20 image encoder + Transformer text encoder + Symmetric InfoNCE on CIFAR-10 / PyTorch로 직접 구현한 미니 CLIP — ResNet-20 이미지 인코더 + Transformer 텍스트 인코더 + Symmetric InfoNCE 손실 (CIFAR-10)

computer-vision deep-learning pytorch transformer resnet representation-learning clip from-scratch zero-shot-learning cifar-10 multimodal contrastive-learning image-text-retrieval infonce

Updated May 12, 2026
Python

Takahiro-align / cwam-alignment

CWAM (CTC-Wedge Aligned MAS): A robust 2-stage text-to-audio alignment framework for TTS using CTC Wedge Masking and InfoNCE.

tts alignment hubert infonce

Updated Apr 3, 2026
Python

mahrufa-binta-ali / cxr-text-bridge-retrieval

Controlled benchmark for studying CXR-text contrastive retrieval, image-report alignment, and retrieval failure modes.

machine-learning retrieval pytorch representation-learning radiology model-evaluation synthetic-data multimodal-learning vision-language cxr medical-ai contrastive-learning image-text-retrieval infonce embedding-alignment

Updated Jun 7, 2026
Python

mahrufa-binta-ali / fn-aware-contrastive-learning

Controlled benchmark comparing standard InfoNCE and false-negative-aware contrastive learning for retrieval.

python machine-learning retrieval pytorch representation-learning model-evaluation synthetic-data contrastive-learning false-negatives infonce

Updated Jun 7, 2026
Python

zskyai / scifact-neural-retrieval-lab

SciFact retrieval experiments with BM25, hard negatives, custom InfoNCE dual encoders, and reranking.

information-retrieval pytorch reranking dense-retrieval infonce scifact hard-negatives

Updated Aug 28, 2026
Python

mychalseger / vjepa-grounded-telemetry

Grounding Spatial Representations via Visual World Models for Robust Autoregressive Drift Reduction in Low-Power Robot Telemetry

closed-loop-control infonce contrastive-representation-learning v-jepa2 robot-telemetry edge-robotics visual-world-models autoregressive-drift

Updated Aug 25, 2026
Python

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