Methods › General › Loss Functions › InfoNCE › Papers, page 2

InfoNCE

Papers archive 2025-07-28

archive papers tagged: 418 · with a code link: 217 · where Syntology ran a sample: 89 (72 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (89 of 418 tagged: 72 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument)

Page 2 of 5: papers 101 to 200 of 418, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training
  3 Dec 2023 · 1 repository · arXiv:2312.01515
• SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer
  2 Dec 2023 · 0 repositories · arXiv:2312.01187
• Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks
  30 Nov 2023 · 1 repository · arXiv:2311.18244
• Maximum Entropy Model Correction in Reinforcement Learning
  29 Nov 2023 · 0 repositories · arXiv:2311.17855
• Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning
  22 Nov 2023 · 1 repository · arXiv:2401.08603
• MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains
  15 Nov 2023 · 0 repositories · arXiv:2311.09401
• Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse
  9 Nov 2023 · 1 repository · arXiv:2311.05139
• Towards a Unified Framework of Contrastive Learning for Disentangled Representations
  8 Nov 2023 · 0 repositories · arXiv:2311.04774
• Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization
  7 Nov 2023 · 0 repositories · arXiv:2311.03785
• Contrastive Difference Predictive Coding
  31 Oct 2023 · 1 repository · arXiv:2310.20141
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss
  28 Oct 2023 · 1 repository · arXiv:2310.18700
  Syntology official (archive's flag): 7 ran · 7 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• Learning-based Scheduling for Information Accuracy and Freshness in Wireless Networks
  24 Oct 2023 · 0 repositories · arXiv:2310.15705
• Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method
  23 Oct 2023 · 0 repositories · arXiv:2310.14525
• SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling
  23 Oct 2023 · 0 repositories · arXiv:2310.14736
• Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
  22 Oct 2023 · 1 repository · arXiv:2310.15195
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 8 harvested samples)
• Dual-Encoders for Extreme Multi-Label Classification
  16 Oct 2023 · 1 repository · arXiv:2310.10636
• Rethinking Negative Pairs in Code Search
  12 Oct 2023 · 1 repository · arXiv:2310.08069
• Adaptive Multi-head Contrastive Learning
  9 Oct 2023 · 1 repository · arXiv:2310.05615
• SINCERE: Supervised Information Noise-Contrastive Estimation REvisited
  25 Sep 2023 · 1 repository · arXiv:2309.14277
• Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
  23 Sep 2023 · 1 repository · arXiv:2309.13375
• Test-Time Distribution Normalization for Contrastively Learned Visual-language Models
  21 Sep 2023 · 1 repository
• Understanding Contrastive Learning via Distributionally Robust Optimization
  21 Sep 2023 · 1 repository
• CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
  20 Sep 2023 · 2 repositories · arXiv:2309.11143
• Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning
  20 Sep 2023 · 1 repository · arXiv:2309.11082
• Multi-behavior Recommendation with SVD Graph Neural Networks
  13 Sep 2023 · 0 repositories · arXiv:2309.06912
• Adapting Self-Supervised Representations to Multi-Domain Setups
  7 Sep 2023 · 0 repositories · arXiv:2309.03999
• Patent image retrieval using transformer-based deep metric learning
  1 Sep 2023 · 1 repository
• Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training
  31 Aug 2023 · 0 repositories · arXiv:2308.16453
• Towards a Rigorous Analysis of Mutual Information in Contrastive Learning
  30 Aug 2023 · 0 repositories · arXiv:2308.15704
• Towards quantitative precision for ECG analysis: Leveraging state space models, self-supervision and patient metadata
  29 Aug 2023 · 1 repository · arXiv:2308.15291
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers
  21 Aug 2023 · 1 repository · arXiv:2308.10814
  Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 11 unverified (of 14 harvested samples)
• Conic Descent Redux for Memory-Efficient Optimization
  13 Aug 2023 · 0 repositories · arXiv:2308.07343
• Federated Representation Learning for Automatic Speech Recognition
  3 Aug 2023 · 0 repositories · arXiv:2308.02013
• Dynamically Scaled Temperature in Self-Supervised Contrastive Learning
  2 Aug 2023 · 1 repository · arXiv:2308.01140
• Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations
  20 Jul 2023 · 0 repositories · arXiv:2307.10932
• The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
  20 Jul 2023 · 1 repository · arXiv:2307.10907
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Cross-Model Cross-Stream Learning for Self-Supervised Human Action Recognition
  15 Jul 2023 · 2 repositories · arXiv:2307.07791
• Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods
  28 Jun 2023 · 0 repositories · arXiv:2306.16122
• High-dimensional Contextual Bandit Problem without Sparsity
  19 Jun 2023 · 0 repositories · arXiv:2306.11017
• Improving Visual Prompt Tuning for Self-supervised Vision Transformers
  8 Jun 2023 · 1 repository · arXiv:2306.05067
  Syntology official (archive's flag): 4 ran · 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Permutation Decision Trees
  5 Jun 2023 · 0 repositories · arXiv:2306.02617
• ContraBAR: Contrastive Bayes-Adaptive Deep RL
  4 Jun 2023 · 1 repository · arXiv:2306.02418
• Augmentation-aware Self-supervised Learning with Conditioned Projector
  31 May 2023 · 1 repository · arXiv:2306.06082
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Matrix Information Theory for Self-Supervised Learning
  27 May 2023 · 3 repositories · arXiv:2305.17326
  Syntology official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering
  22 May 2023 · 1 repository · arXiv:2305.12768
• HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding
  17 May 2023 · 1 repository · arXiv:2305.10563
• Learning Better Contrastive View from Radiologist's Gaze
  15 May 2023 · 1 repository · arXiv:2305.08826
• Exploiting Pseudo Image Captions for Multimodal Summarization
  9 May 2023 · 0 repositories · arXiv:2305.05496
• Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation
  8 May 2023 · 0 repositories · arXiv:2305.04474
• Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations
  25 Apr 2023 · 0 repositories · arXiv:2304.13089
• An Improved Heart Disease Prediction Using Stacked Ensemble Method
  12 Apr 2023 · 0 repositories · arXiv:2304.06015
• Regularizing Contrastive Predictive Coding for Speech Applications
  12 Apr 2023 · 0 repositories · arXiv:2304.05974
• Self-Supervised Video Similarity Learning
  6 Apr 2023 · 1 repository · arXiv:2304.03378
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Adaptive Data Augmentation for Contrastive Learning
  5 Apr 2023 · 0 repositories · arXiv:2304.02451
• Multi-Level Contrastive Learning for Dense Prediction Task
  4 Apr 2023 · 1 repository · arXiv:2304.02010
• Contrastive Learning Is Spectral Clustering On Similarity Graph
  27 Mar 2023 · 1 repository · arXiv:2303.15103
• CLIP-ReIdent: Contrastive Training for Player Re-Identification
  21 Mar 2023 · 0 repositories · arXiv:2303.11855
• Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation
  21 Mar 2023 · 1 repository · arXiv:2303.11851
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Improving Mutual Information Estimation with Annealed and Energy-Based Bounds
  13 Mar 2023 · 1 repository · arXiv:2303.06992
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE
  6 Mar 2023 · 0 repositories · arXiv:2303.03036
• Test-Time Distribution Normalization for Contrastively Learned Vision-language Models
  22 Feb 2023 · 2 repositories · arXiv:2302.11084
  Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Patent Image Retrieval Using Cross-entropy-based Metric Learning
  20 Feb 2023 · 1 repository
• InfoNCE Loss Provably Learns Cluster-Preserving Representations
  15 Feb 2023 · 0 repositories · arXiv:2302.07920
• Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs
  6 Feb 2023 · 1 repository · arXiv:2302.02865
• MOMA:Distill from Self-Supervised Teachers
  4 Feb 2023 · 0 repositories · arXiv:2302.02089
• Unbiased and Efficient Self-Supervised Incremental Contrastive Learning
  28 Jan 2023 · 1 repository · arXiv:2301.12104
• USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval
  17 Jan 2023 · 1 repository · arXiv:2301.06844
• MoBYv2AL: Self-supervised Active Learning for Image Classification
  4 Jan 2023 · 1 repository · arXiv:2301.01531
• Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples
  28 Dec 2022 · 1 repository · arXiv:2212.13847
• Understanding and Improving the Role of Projection Head in Self-Supervised Learning
  22 Dec 2022 · 0 repositories · arXiv:2212.11491
• Establishing a stronger baseline for lightweight contrastive models
  14 Dec 2022 · 1 repository · arXiv:2212.07158
• Localized Contrastive Learning on Graphs
  8 Dec 2022 · 0 repositories · arXiv:2212.04604
• A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix
  26 Nov 2022 · 0 repositories · arXiv:2211.14516
• Asynchronous Event-Triggered Control for Non-Linear Systems
  25 Nov 2022 · 0 repositories · arXiv:2211.13846
• Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information
  18 Nov 2022 · 0 repositories · arXiv:2211.10177
• Unsupervised Face Recognition using Unlabeled Synthetic Data
  14 Nov 2022 · 1 repository · arXiv:2211.07371
• Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition
  11 Nov 2022 · 1 repository · arXiv:2211.06173
• Rare Wildlife Recognition with Self-Supervised Representation Learning
  29 Oct 2022 · 1 repository · arXiv:2211.05636
• Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification
  23 Oct 2022 · 1 repository · arXiv:2210.12843
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Guided contrastive self-supervised pre-training for automatic speech recognition
  22 Oct 2022 · 0 repositories · arXiv:2210.12335
• LittleBird: Efficient Faster & Longer Transformer for Question Answering
  21 Oct 2022 · 0 repositories · arXiv:2210.11870
• MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
  18 Oct 2022 · 1 repository · arXiv:2210.10163
• Zero-shot point cloud segmentation by transferring geometric primitives
  18 Oct 2022 · 0 repositories · arXiv:2210.09923
• Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding
  8 Oct 2022 · 0 repositories · arXiv:2210.03915
• Improving Molecular Pretraining with Complementary Featurizations
  29 Sep 2022 · 1 repository · arXiv:2209.15101
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Graph Soft-Contrastive Learning via Neighborhood Ranking
  28 Sep 2022 · 0 repositories · arXiv:2209.13964
• Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving
  19 Sep 2022 · 0 repositories · arXiv:2209.08953
• Multimodal contrastive learning for remote sensing tasks
  6 Sep 2022 · 0 repositories · arXiv:2209.02329
• Modeling Adaptive Fine-grained Task Relatedness for Joint CTR-CVR Estimation
  29 Aug 2022 · 0 repositories · arXiv:2208.13442
• On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning
  11 Aug 2022 · 0 repositories · arXiv:2208.05744
• Revisiting the Critical Factors of Augmentation-Invariant Representation Learning
  30 Jul 2022 · 1 repository · arXiv:2208.00275
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation
  28 Jul 2022 · 1 repository · arXiv:2207.14315
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Adversarial Contrastive Learning via Asymmetric InfoNCE
  18 Jul 2022 · 1 repository · arXiv:2207.08374
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches
  17 Jul 2022 · 1 repository · arXiv:2207.08220
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Model-Aware Contrastive Learning: Towards Escaping the Dilemmas
  16 Jul 2022 · 1 repository · arXiv:2207.07874
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• GUIM -- General User and Item Embedding with Mixture of Representation in E-commerce
  2 Jul 2022 · 0 repositories · arXiv:2207.00750
• ProtoCLIP: Prototypical Contrastive Language Image Pretraining
  22 Jun 2022 · 1 repository · arXiv:2206.10996
• Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition
  21 Jun 2022 · 1 repository · arXiv:2206.10188
• TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning
  21 Jun 2022 · 2 repositories · arXiv:2206.10698
• Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection
  17 Jun 2022 · 0 repositories · arXiv:2206.08726