WaiT for the Signal: Simple Frequency-Aware Flow-Matching | Paper Citation Record

Observation 3f07a5c7-3486-4d9f-abd3-7345808ad0f8 · outbound

This paper cites Edify image: High-fidelity image generation with laplacian pyramids.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Edify image: High-fidelity image generation with laplacian pyramids

Reference 1

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Observation bc090887-e1bb-411c-a2e3-a72de0fef585 · outbound

This paper cites Flux: State-of-the-art text-to-image generation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Flux: State-of-the-art text-to-image generation

Reference 2

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Observation 55b56f95-6d3d-4888-8c3d-800d60d9409d · outbound

This paper cites A Short Note about Kinetics-600.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching A Short Note about Kinetics-600

Reference 3

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Observation 9a91fa73-b45e-4993-85a6-9d314ee63615 · outbound

This paper cites PixelFlow: Pixel-Space Generative Models with Flow.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching PixelFlow: Pixel-Space Generative Models with Flow

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.378286Z

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Observation 63b584b0-d4c9-4f1b-ba57-c34ad1d83b75 · outbound

This paper cites DiP: Taming diffusion models in pixel space.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching DiP: Taming diffusion models in pixel space

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.383052Z

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Observation 7cb90c00-8bf3-4a79-a8da-295041ec0c14 · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Diffusion Models Beat GANs on Image Synthesis

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.387568Z

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Observation 916e0958-9653-4eb2-a0e7-fdfdd65c795c · outbound

This paper cites Spectral autoregression.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Spectral autoregression

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.392945Z

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Observation cf73c53b-61f0-46f9-a741-0779c3bcbd78 · outbound

This paper cites The llama 3 herd of models.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching The llama 3 herd of models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.397032Z

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Observation d17c44e9-99ec-443c-acc7-19a208bc8cab · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.401366Z

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Observation 2e3f4017-f6db-41f9-acdb-a4ae6e05ce76 · outbound

This paper cites A Fourier Space Perspective on Diffusion Models.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching A Fourier Space Perspective on Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.406009Z

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Observation 39ecb89c-de69-43aa-b733-546f7d505783 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.410802Z

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Observation 85d2182c-48eb-4e13-bb3f-2939e4ab6453 · outbound

This paper cites PIPAL: A large-scale im- age quality assessment dataset for perceptual image restoration.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching PIPAL: A large-scale im- age quality assessment dataset for perceptual image restoration

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.415087Z

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Observation ae6ec44e-023a-47d9-ac92-fd06466f1e23 · outbound

This paper cites Photorealistic video generation with diffusion models.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Photorealistic video generation with diffusion models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.419136Z

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Observation 2c29bff6-0def-4fbf-968c-dcef61e76eac · outbound

This paper cites Wavelet score-based generative modeling.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Wavelet score-based generative modeling

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.428282Z

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Observation efa84a76-a198-4334-8093-743b32345bb0 · outbound

This paper cites Unified latents (UL): How to train your latents.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unified latents (UL): How to train your latents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.432657Z

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Observation 3068833d-cfe6-4aa2-a13a-a39e52e7713d · outbound

This paper cites CLIPScore: A reference-free evaluation metric for image captioning.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching CLIPScore: A reference-free evaluation metric for image captioning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.436807Z

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Observation ec2e7812-5ea0-4d55-b990-420de5779378 · outbound

This paper cites Fleet, Mohammad Norouzi, and Tim Salimans.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Fleet, Mohammad Norouzi, and Tim Salimans

Reference 17

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Observation fc09154a-2217-4708-94e6-8a640570dbf2 · outbound

This paper cites Simple diffusion: End-to-end diffusion for high resolution images.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Simple diffusion: End-to-end diffusion for high resolution images

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.445620Z

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Observation e035d110-674f-4414-8066-f93a5c576dca · outbound

This paper cites Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.450149Z

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Observation 67ccbaa9-8dd6-4124-9f04-a3ff445e9b10 · outbound

This paper cites Scalable Adaptive Computation for Iterative Generation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Scalable Adaptive Computation for Iterative Generation

Reference 20

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Observation e502f7c9-94b4-4582-bef6-c823ad8cd97d · outbound

This paper cites Pyramidal flow matching for eﬀicient video generative modeling.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Pyramidal flow matching for eﬀicient video generative modeling

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.459327Z

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Observation b82e8c31-0628-4242-ba2d-7a7baee81089 · outbound

This paper cites Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.463640Z

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Observation f011c37b-fd5b-4162-b2bb-2dedbf5c0b2f · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.468052Z

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Observation e6095906-f13f-4bcc-a853-60adf62f83e1 · outbound

This paper cites The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.472307Z

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Observation 2cdbcfc7-1a88-4fa4-87f8-b6e750ab3ab5 · outbound

This paper cites Just image transformers: Pixel-space diffusion without pretrained autoencoders.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Just image transformers: Pixel-space diffusion without pretrained autoencoders

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.476453Z

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Observation 7f359028-a959-4fbe-9092-dd2850b35635 · outbound

This paper cites Flow matching for generative modeling.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Flow matching for generative modeling

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.480922Z

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Observation e1c920c2-64bc-4dcc-86f4-7451d29b31b4 · outbound

This paper cites SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.484981Z

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Observation 1cf423ad-6a21-4030-9f92-4a58c31e0993 · outbound

This paper cites Deco: Decoupled low-frequency semantics and high-frequency details for image generation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Deco: Decoupled low-frequency semantics and high-frequency details for image generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.489421Z

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Observation d35926b9-eaa9-4cb4-8b9d-f7db07351cd0 · outbound

This paper cites Advanced Unstructured Data Processing for ESG Reports: A Methodology for Structured Transformation and Enhanced Analysis.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Advanced Unstructured Data Processing for ESG Reports: A Methodology for Structured Transformation and Enhanced Analysis

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.493644Z

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Observation 364a1f8e-6c78-45e4-856b-a89135d786d0 · outbound

This paper cites Scalable Diffusion Models with Transformers.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Scalable Diffusion Models with Transformers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.498149Z

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Observation 924e7f57-01ec-400d-8a4b-ccc668763e06 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.502704Z

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Observation 73d34469-cb45-4107-95cd-fd69daed92fa · outbound

This paper cites Berg, and Li Fei-Fei.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Berg, and Li Fei-Fei

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.506811Z

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Observation 41d54ffd-936f-4358-9cb0-6e0469da5950 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-03T00:39:03.190810Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23620f16-63ff-4af5-a13d-5e52844c3729 · outbound

This paper cites First order motion model for image animation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching First order motion model for image animation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.515497Z

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Observation 138a3dc2-5aa5-43a2-a7cd-245334d2f3f7 · outbound

This paper cites Skodras, C.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Skodras, C

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.519744Z

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Observation 0ce31292-836b-49d4-820f-8d65ce01b888 · outbound

This paper cites Frequency-aware flow matching for high-quality image generation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Frequency-aware flow matching for high-quality image generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.524620Z

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Observation 9a8b13ee-2983-4488-912b-5a40f43a8904 · outbound

This paper cites Qwen2.5-VL Technical Report.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Qwen2.5-VL Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.528877Z

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Observation 08a6b06b-8776-488e-be02-3882e03e6178 · outbound

This paper cites Jetformer: An autoregressive generative model of raw images and text.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Jetformer: An autoregressive generative model of raw images and text

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.533212Z

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Observation f3a55a9f-ed6d-4f32-84c9-6a14a5434034 · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.537298Z

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Observation 30348e5d-5137-49c9-ab8e-c84676222763 · outbound

This paper cites Fréchet wavelet distance: A domain-agnostic metric for image generation, 2025.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Fréchet wavelet distance: A domain-agnostic metric for image generation, 2025

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.541912Z

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Observation e2974533-4f18-42f0-afa4-b545b9d33fea · outbound

This paper cites PixNerd: Pixel Neural Field Diffusion.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching PixNerd: Pixel Neural Field Diffusion

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.546032Z

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Observation 18ada578-e8b1-420b-94c0-c98c6a61b253 · outbound

This paper cites DDT: Decoupled Diffusion Transformer.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching DDT: Decoupled Diffusion Transformer

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.551196Z

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Observation 2ffc29c0-f8f8-4e89-b434-9606f9231b54 · outbound

This paper cites Demystifying CLIP Data.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Demystifying CLIP Data

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.555862Z

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Observation 27df76a9-3985-4e09-8eea-2d6d47d6a9e6 · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.560384Z

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Observation ee6ecfa2-b248-46f7-9d36-2ae732cb3f66 · outbound

This paper cites Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.564650Z

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Observation 643a91bb-ca9e-4b9f-bec7-68d37978c21a · outbound

This paper cites PixelDiT: Pixel Diffusion Transformers for Image Generation.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching PixelDiT: Pixel Diffusion Transformers for Image Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.568987Z

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Observation 1115e48c-06ca-4081-9d83-52f8eb491121 · outbound

This paper cites Sigmoid Loss for Language Image Pre-Training.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Sigmoid Loss for Language Image Pre-Training

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.573338Z

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Observation 8a4dd972-b15c-41ff-801b-509b521cc477 · outbound

This paper cites The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.577468Z

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Observation 6a9266e6-5651-4a3a-b354-49f258f7d7fa · outbound

This paper cites Laplacian multi-scale flow matching for generative modeling.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Laplacian multi-scale flow matching for generative modeling

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.581712Z

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Observation f3ce8d44-4c29-440f-b6e3-1e4dc4ab3278 · outbound

This paper cites Diffusion transformers with representation autoen- coders.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Diffusion transformers with representation autoen- coders

Reference 50

Resolution: malformed identifier; no resolver link, observed 2026-08-03T00:34:35.585830Z

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Observation 7e73f72e-253a-4992-915d-ea0882da0884 · outbound

This paper cites Sample tLF∼U (0, 1).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Sample tLF∼U (0, 1)

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.590449Z

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Observation db9a5b80-9b28-49f9-b9ba-449c427bd0be · outbound

This paper cites xLF, xHF = DWT(x).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching xLF, xHF = DWT(x)

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.594665Z

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Observation 9db0608d-162d-4570-b3d8-1cbb5fea6b45 · outbound

This paper cites ˜xLF = xLF / SLF — Phase 0 (coarse, H/2× W /2) —.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching ˜xLF = xLF / SLF — Phase 0 (coarse, H/2× W /2) —

Reference 54

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Observation 6c043c29-7bbd-483f-9c10-b3be5d2509a8 · outbound

This paper cites εc∼N (0, I).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching εc∼N (0, I)

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.603246Z

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Observation 68d61dbb-05f2-4a72-9536-ca7691a66308 · outbound

This paper cites zc = tLF· ˜xLF + (1−tLF)· εc.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching zc = tLF· ˜xLF + (1−tLF)· εc

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.608233Z

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Observation abd5be7b-d42c-442c-9522-4fcd92b4df5d · outbound

This paper cites ˆxLF = fθ(zc, tLF, y, res = 0) 7.L =∥v− ˆv∥2 7.Lc =∥ˆxLF− ˜xLF∥2/(1−tLF)2 — Phase 1 (fine, H× W ) —.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching ˆxLF = fθ(zc, tLF, y, res = 0) 7.L =∥v− ˆv∥2 7.Lc =∥ˆxLF− ˜xLF∥2/(1−tLF)2 — Phase 1 (fine, H× W ) —

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.612333Z

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Observation 8f0a2faf-df71-4d19-9139-4939f928415e · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 58

Resolution: parse uncertain; no resolver link, observed 2026-08-03T00:34:35.616941Z

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Observation c8204c66-670c-40bf-a5bf-77a59e62a6f9 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 59

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Observation 322f30a4-48ec-46ec-a30f-a175db5d1762 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.625681Z

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Observation 8161bb87-9198-406c-85d3-df8f69f36953 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.629966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa4c1e4-1e22-4f3b-834e-41b234ac1475 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.634181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4f2c0b5-fd54-4cb4-8c45-3d565be656a2 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.638142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa1b982-ff9f-4620-95e0-f8b8494d3a52 · outbound

This paper cites Left: standard flow-matching (JiT baseline).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Left: standard flow-matching (JiT baseline)

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.642106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f66b83-834d-4528-a96a-3428b675f75c · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.646626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01c7409-90bb-4314-8b1a-159316cad013 · outbound

This paper cites z∼N (0, I) [H/2× W /2] — Phase 0 ( t=0→ t∗, coarse, normalized LF only) —.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching z∼N (0, I) [H/2× W /2] — Phase 0 ( t=0→ t∗, coarse, normalized LF only) —

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.650813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78713e78-55b2-4801-80a0-0160b7e1b65b · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.655633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e46a9e53-c953-4561-be9b-5405e8391728 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.660120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25295eb4-14a3-4ff9-ad90-24aeee53a587 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.664388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a037886-b3ef-4b2f-8a60-a317d86176cd · outbound

This paper cites a hummingbird hovering in front of a fuchsia flower, wings frozen mid-beat.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching a hummingbird hovering in front of a fuchsia flower, wings frozen mid-beat

Reference 70

Resolution: malformed identifier; no resolver link, observed 2026-08-03T00:34:35.668694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea8960a-e7f7-42cf-b7bc-ca133b36755e · outbound

This paper cites All classes ranked by human-verified positive label count; top 1,000 selected.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching All classes ranked by human-verified positive label count; top 1,000 selected

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.674246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29fcad33-43d3-44ba-996c-651dfe77a896 · outbound

This paper cites Each multi-labeled image is assigned to its rarest valid class: arg min c∈Ci |Sc|.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Each multi-labeled image is assigned to its rarest valid class: arg min c∈Ci |Sc|

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.678898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0140cd42-e8b6-4301-b85e-3c6851fbce6e · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.683482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0047a1cf-9c70-4bf7-b25d-97015e1335f3 · outbound

This paper cites For classes below 1,280 images, machine-labeled images with confidence ≥ 0.90 are added.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching For classes below 1,280 images, machine-labeled images with confidence ≥ 0.90 are added

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.687955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d25bdcea-471d-4009-8d2f-b057c89f88c7 · outbound

This paper cites ∼103 classes remain below 1,280 (min ∼111); retained as-is.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching ∼103 classes remain below 1,280 (min ∼111); retained as-is

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.692367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4666f7-f6d2-4a91-aa1b-6ce1fcad42ad · outbound

This paper cites 65 images/class (50 target + 15 buffer), random.seed(42).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching 65 images/class (50 target + 15 buffer), random.seed(42)

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.696439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 209494aa-9e6e-4a1e-8aeb-13fd5d6c7ee3 · outbound

This paper cites Discard if min (w, h) < 512 (strict ≥; the code is if min(w,h) < MIN_DIM ).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Discard if min (w, h) < 512 (strict ≥; the code is if min(w,h) < MIN_DIM )

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.700636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d174d197-c4b2-4b13-a68a-7e0c26be2880 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.705078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bce233a-2a24-4b56-96dd-ce68963e8dbb · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.709392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5320cbc3-0f0e-45d3-bc4e-ce058c5204d1 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.713320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c246d80-777c-4753-b39b-cf2b7484967c · outbound

This paper cites Validation is capped at exactly 50/class after processing; surplus deleted.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Validation is capped at exactly 50/class after processing; surplus deleted

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.717881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e238bf2e-27b1-4c33-8d23-629a394772c2 · outbound

This paper cites Top 1,000 classes by human label count, counting only high-res images.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Top 1,000 classes by human label count, counting only high-res images

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.722076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0bfc01c-69c8-4b59-9cd3-b48d59f6787e · outbound

This paper cites Rarest-first (identical to 512, including tie-breaking).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Rarest-first (identical to 512, including tie-breaking)

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.726394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 389a0d8d-4d21-41c3-91ec-15bf43f31aa8 · outbound

This paper cites an unresolved cited work.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.730704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b6fabb-e2d4-4cb6-8c30-06f26546fbb9 · outbound

This paper cites Flat threshold ≥ 0.70 (lowered from 0.90).

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Flat threshold ≥ 0.70 (lowered from 0.90)

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.734787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce8fe98e-cd0b-4bde-ad5d-5fcc43246f92 · outbound

This paper cites Classes with < 500 images are dropped → 141 removed, 859 classes remain.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Classes with < 500 images are dropped → 141 removed, 859 classes remain

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.738875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b2b6e5-e502-4283-8bc9-0e4ef8dfc24a · outbound

This paper cites a beautiful high quality photograph.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching a beautiful high quality photograph

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.742997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3ff821-3318-4749-98d1-c52e4123b75a · outbound

This paper cites Photorealistic Video Generation with Diffusion Models.

WaiT for the Signal: Simple Frequency-Aware Flow-Matching Photorealistic Video Generation with Diffusion Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T00:34:35.423426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers