mlsanityData to 7 Oct 2026

Diffusion models

14 directions · 16,572 papers · 92 this week

Busiest this week

Most new since Mon 5 Oct

Flow matching, time series and science

1,679 papers16 this weekLow confidence in this grouping: the papers may belong to more than one topic, or the group may changeLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · About

  1. Velocity Scaling in Flow Matching
  2. Conditional Flow Matching for Generation of 3D Multi-variable Instantaneous Urban Microclimate Fields
  3. Efficient Patch-Based Anomaly Detection Fused with Diffusion Driven Generative Modeling for Semiconductor Wafer Bin Map Open Set Anomaly Detection
  4. EC-EarthFlow: Probabilistic emulation of daily transient global climate model simulations with flow matching
  5. Domain-informed Adaptive Sampling for Generalizable PINNs in Metal Additive Manufacturing via Conditional Flow Matching
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Largest first · week from Mon 5 Oct

  1. Diffusion foundations and samplingdiffusion, training, generative, generationMedium confidence in this grouping: mostly one topic, with blurry edges · About2,90914Medium confidence in this grouping: mostly one topic, with blurry edges
  2. Image generation, text-to-image and editingimage, diffusion, images, generationMedium confidence in this grouping: mostly one topic, with blurry edges · About2,4016Medium confidence in this grouping: mostly one topic, with blurry edges
  3. Flow matching, time series and scienceflow, diffusion, matching, flow matchingLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · About1,67916Low confidence in this grouping: the papers may belong to more than one topic, or the group may change
  4. 3D, point cloud and scene generationdiffusion, generation, image, sceneMedium confidence in this grouping: mostly one topic, with blurry edges · About1,5934Medium confidence in this grouping: mostly one topic, with blurry edges
  5. Diffusion and flow policies for roboticspolicy, diffusion, policies, actionMedium confidence in this grouping: mostly one topic, with blurry edges · About1,49014Medium confidence in this grouping: mostly one topic, with blurry edges
  6. Medical imaging and segmentationdiffusion, segmentation, medical, imagesMedium confidence in this grouping: mostly one topic, with blurry edges · About1,3295Medium confidence in this grouping: mostly one topic, with blurry edges
  7. Video generationvideo, motion, generation, video generationHigh confidence in this grouping: the papers form one clear topic · About1,3166High confidence in this grouping: the papers form one clear topic
  8. Inverse problems and image restorationimage, diffusion, restoration, super-resolutionMedium confidence in this grouping: mostly one topic, with blurry edges · About1,0438Medium confidence in this grouping: mostly one topic, with blurry edges
  9. Robustness, privacy and adversarial aspectsdiffusion, adversarial, attacks, attackMedium confidence in this grouping: mostly one topic, with blurry edges · About9282Medium confidence in this grouping: mostly one topic, with blurry edges
  10. Audio, speech and musicspeech, audio, diffusion, generationHigh confidence in this grouping: the papers form one clear topic · About8912High confidence in this grouping: the papers form one clear topic
  11. Discrete and text diffusionlanguage, diffusion, diffusion language, decodingHigh confidence in this grouping: the papers form one clear topic · About68111High confidence in this grouping: the papers form one clear topic
  12. Diffusion for compression and wirelesschannel, compression, wireless, diffusionMedium confidence in this grouping: mostly one topic, with blurry edges · About2141Medium confidence in this grouping: mostly one topic, with blurry edges
  13. Diffusion recommendersrecommendation, user, item, itemsHigh confidence in this grouping: the papers form one clear topic · About830High confidence in this grouping: the papers form one clear topic
  14. Sign language productionsign, sign language, language, language productionHigh confidence in this grouping: the papers form one clear topic · About150High confidence in this grouping: the papers form one clear topic
3 new this week aren’t in a direction yet
  1. BeatFlow-ECG: Rectified Flow for ECG Reconstruction from Indirect Wearable Signals
  2. What Matters for Latent Reasoning with Flow Matching
  3. When Does a Diffusion Model Decide What to Draw ?

Weekly activity

Papers per week, 22 Jun – 5 Oct (last week partial)

  1. DirectionConfidencepapers16 wks
  2. Flow matching, time series and scienceLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · AboutLow confidence in this grouping: the papers may belong to more than one topic, or the group may changePer week: 22 Jun: 20; 29 Jun: 11; 6 Jul: 9; 13 Jul: 17; 20 Jul: 8; 27 Jul: 13; 3 Aug: 16; 10 Aug: 12; 17 Aug: 9; 24 Aug: 13; 31 Aug: 12; 7 Sep: 13; 14 Sep: 14; 21 Sep: 24; 28 Sep: 55; 5 Oct: 161,679262
  3. Diffusion and flow policies for roboticsMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 13; 29 Jun: 14; 6 Jul: 13; 13 Jul: 12; 20 Jul: 6; 27 Jul: 12; 3 Aug: 20; 10 Aug: 10; 17 Aug: 3; 24 Aug: 10; 31 Aug: 12; 7 Sep: 16; 14 Sep: 16; 21 Sep: 23; 28 Sep: 37; 5 Oct: 141,490231
  4. Discrete and text diffusionHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 14; 29 Jun: 9; 6 Jul: 2; 13 Jul: 6; 20 Jul: 6; 27 Jul: 12; 3 Aug: 16; 10 Aug: 4; 17 Aug: 4; 24 Aug: 10; 31 Aug: 11; 7 Sep: 6; 14 Sep: 13; 21 Sep: 16; 28 Sep: 45; 5 Oct: 11681185
  5. Diffusion foundations and samplingMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 19; 29 Jun: 27; 6 Jul: 18; 13 Jul: 10; 20 Jul: 16; 27 Jul: 10; 3 Aug: 21; 10 Aug: 7; 17 Aug: 17; 24 Aug: 12; 31 Aug: 14; 7 Sep: 9; 14 Sep: 6; 21 Sep: 16; 28 Sep: 48; 5 Oct: 142,909264
  6. Video generationHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 11; 29 Jun: 8; 6 Jul: 10; 13 Jul: 15; 20 Jul: 9; 27 Jul: 14; 3 Aug: 9; 10 Aug: 13; 17 Aug: 4; 24 Aug: 8; 31 Aug: 4; 7 Sep: 4; 14 Sep: 13; 21 Sep: 10; 28 Sep: 34; 5 Oct: 61,316172
  7. Image generation, text-to-image and editingMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 7; 29 Jun: 14; 6 Jul: 12; 13 Jul: 7; 20 Jul: 9; 27 Jul: 8; 3 Aug: 9; 10 Aug: 9; 17 Aug: 6; 24 Aug: 3; 31 Aug: 5; 7 Sep: 4; 14 Sep: 5; 21 Sep: 9; 28 Sep: 22; 5 Oct: 62,401135
  8. Inverse problems and image restorationMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 7; 29 Jun: 7; 6 Jul: 3; 13 Jul: 3; 20 Jul: 9; 27 Jul: 3; 3 Aug: 5; 10 Aug: 6; 17 Aug: 3; 24 Aug: 7; 31 Aug: 9; 7 Sep: 3; 14 Sep: 6; 21 Sep: 15; 28 Sep: 8; 5 Oct: 81,043102
  9. 3D, point cloud and scene generationMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 14; 29 Jun: 16; 6 Jul: 10; 13 Jul: 7; 20 Jul: 6; 27 Jul: 5; 3 Aug: 6; 10 Aug: 4; 17 Aug: 4; 24 Aug: 7; 31 Aug: 10; 7 Sep: 8; 14 Sep: 7; 21 Sep: 5; 28 Sep: 13; 5 Oct: 41,593126
  10. Audio, speech and musicHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 6; 29 Jun: 4; 6 Jul: 4; 13 Jul: 8; 20 Jul: 4; 27 Jul: 3; 3 Aug: 15; 10 Aug: 6; 17 Aug: 4; 24 Aug: 2; 31 Aug: 5; 7 Sep: 5; 14 Sep: 3; 21 Sep: 6; 28 Sep: 10; 5 Oct: 289187
  11. Medical imaging and segmentationMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 11; 29 Jun: 10; 6 Jul: 2; 13 Jul: 9; 20 Jul: 3; 27 Jul: 6; 3 Aug: 8; 10 Aug: 3; 17 Aug: 5; 24 Aug: 12; 31 Aug: 4; 7 Sep: 2; 14 Sep: 3; 21 Sep: 7; 28 Sep: 3; 5 Oct: 51,32993
  12. Robustness, privacy and adversarial aspectsMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 5; 29 Jun: 5; 6 Jul: 4; 13 Jul: 3; 20 Jul: 2; 27 Jul: 5; 3 Aug: 3; 10 Aug: 8; 17 Aug: 5; 24 Aug: 4; 31 Aug: 6; 7 Sep: 6; 14 Sep: 2; 21 Sep: 3; 28 Sep: 11; 5 Oct: 292874
  13. Diffusion for compression and wirelessMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 1; 29 Jun: 1; 6 Jul: 1; 13 Jul: 0; 20 Jul: 3; 27 Jul: 1; 3 Aug: 0; 10 Aug: 1; 17 Aug: 4; 24 Aug: 0; 31 Aug: 1; 7 Sep: 0; 14 Sep: 1; 21 Sep: 0; 28 Sep: 0; 5 Oct: 121415
  14. Diffusion recommendersHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 1; 29 Jun: 2; 6 Jul: 0; 13 Jul: 0; 20 Jul: 2; 27 Jul: 0; 3 Aug: 0; 10 Aug: 0; 17 Aug: 0; 24 Aug: 3; 31 Aug: 0; 7 Sep: 0; 14 Sep: 0; 21 Sep: 1; 28 Sep: 1; 5 Oct: 08310
  15. Sign language productionHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 1; 29 Jun: 0; 6 Jul: 0; 13 Jul: 1; 20 Jul: 0; 27 Jul: 0; 3 Aug: 0; 10 Aug: 0; 17 Aug: 0; 24 Aug: 0; 31 Aug: 0; 7 Sep: 1; 14 Sep: 0; 21 Sep: 0; 28 Sep: 0; 5 Oct: 0153