Conditional Flow Matching for Visually-Guided Acoustic Highlighting | Paper Citation Record

Observation dcb018c5-9232-4a81-a9c8-8b5c8182fbc9 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 1

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Observation 08ea8b95-f93b-4af3-9784-02b2e185a856 · outbound

This paper cites Diffusion-based unsupervised audio-visual speech enhancement.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Diffusion-based unsupervised audio-visual speech enhancement

Reference 2

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Observation 19ca2430-ded3-471b-89c0-f7a67c50220d · outbound

This paper cites D-Flow: Differentiating through Flows for Controlled Generation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting D-Flow: Differentiating through Flows for Controlled Generation

Reference 3

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Observation f89b7e4e-0178-499c-b6f5-b0f3ed87aa35 · outbound

This paper cites LBM: Latent Bridge Matching for Fast Image-to-Image Translation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting LBM: Latent Bridge Matching for Fast Image-to-Image Translation

Reference 4

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This paper cites How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites.Science China Information Sciences, 67(12):220101,.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites.Science China Information Sciences, 67(12):220101,

Reference 5

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Observation 83a732a9-6a78-4526-803b-3781a7c6fdaa · outbound

This paper cites Mmaudio: Taming multimodal joint training for high-quality video-to- audio synthesis.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Mmaudio: Taming multimodal joint training for high-quality video-to- audio synthesis

Reference 6

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Observation c99690fe-1d2d-460e-b6c9-a5130cd37165 · outbound

This paper cites Samwise: Infusing wisdom in sam2 for text-driven video segmentation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Samwise: Infusing wisdom in sam2 for text-driven video segmentation

Reference 7

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Observation 3ee101ae-a0ae-4677-839c-aa2058ef089c · outbound

This paper cites CROME: Cross-Modal Adapters for Efficient Multimodal LLM.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting CROME: Cross-Modal Adapters for Efficient Multimodal LLM

Reference 8

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Observation 1ad81d4e-55b3-46b5-a4ee-483eba98a371 · outbound

This paper cites Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation

Reference 9

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Observation a78143f0-78d2-4b52-9ba6-bb9c1bffff07 · outbound

This paper cites Visualvoice: Audio- visual speech separation with cross-modal consistency.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Visualvoice: Audio- visual speech separation with cross-modal consistency

Reference 10

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Observation 143aba14-314d-47ca-baef-0edf86a03602 · outbound

This paper cites Imagebind: One embedding space to bind them all.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Imagebind: One embedding space to bind them all

Reference 11

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Observation 25ef3e7e-e350-43d7-9d91-fc5da5c7b93a · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 12

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Observation f25a9529-024e-4e1c-a241-30dc4b7b91b0 · outbound

This paper cites Davis: High-quality audio-visual separation with generative diffusion models.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Davis: High-quality audio-visual separation with generative diffusion models

Reference 13

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Observation 7a27e098-c6e5-498e-8e75-4cb3cdfe25eb · outbound

This paper cites Learning to highlight audio by watching movies.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Learning to highlight audio by watching movies

Reference 14

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Observation 11cc946d-4341-43f8-a33e-dc0b241f76d7 · outbound

This paper cites High-quality sound separation across diverse categories via visually-guided generative modeling.arXiv preprint arXiv:2509.22063, 2025.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting High-quality sound separation across diverse categories via visually-guided generative modeling.arXiv preprint arXiv:2509.22063, 2025

Reference 15

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Observation 7e4996ba-7a04-43d0-aeaf-d7ec6b020c74 · outbound

This paper cites Mu- sic mixing style transfer: A contrastive learning approach to disentangle audio effects.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Mu- sic mixing style transfer: A contrastive learning approach to disentangle audio effects

Reference 16

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This paper cites Efficient Training of Audio Transformers with Patchout.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Efficient Training of Audio Transformers with Patchout

Reference 17

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Observation 7c76bbe8-888b-41d7-9408-841c3c8ccc79 · outbound

This paper cites Seeing through the conversation: Audio-visual speech separation based on diffusion model.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Seeing through the conversation: Audio-visual speech separation based on diffusion model

Reference 18

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Observation e2498842-f216-4347-84a1-d231f5a3a3c8 · outbound

This paper cites Detecting mo- ments and highlights in videos via natural language queries.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Detecting mo- ments and highlights in videos via natural language queries

Reference 19

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Observation 4032d820-1c23-4e1b-b88f-adc2b083a3a4 · outbound

This paper cites Storm: A diffusion-based stochastic regen- eration model for speech enhancement and dereverberation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Storm: A diffusion-based stochastic regen- eration model for speech enhancement and dereverberation

Reference 20

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Observation 1325f259-c34c-4a88-902a-89b905692995 · outbound

This paper cites Av-nerf: Learning neural fields for real-world audio-visual scene synthesis.Advances in Neural Informa- tion Processing Systems, 36:37472–37490, 2023.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Av-nerf: Learning neural fields for real-world audio-visual scene synthesis.Advances in Neural Informa- tion Processing Systems, 36:37472–37490, 2023

Reference 21

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Observation 5af4acf7-3558-434d-b64b-16e6e8c26f89 · outbound

This paper cites Univtg: Towards unified video- language temporal grounding.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Univtg: Towards unified video- language temporal grounding

Reference 22

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Observation bde8db0e-c462-420b-a5e4-81f68314e2d4 · outbound

This paper cites Flow matching for generative mod- eling.ICLR, 2022.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Flow matching for generative mod- eling.ICLR, 2022

Reference 23

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Observation ec5615f8-feae-45b2-9ded-c61ff83b4433 · outbound

This paper cites Let us Build Bridges: Understanding and Extending Diffusion Generative Models.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Let us Build Bridges: Understanding and Extending Diffusion Generative Models

Reference 24

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This paper cites Umt: Unified multi-modal transformers for joint video moment retrieval and highlight detection.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Umt: Unified multi-modal transformers for joint video moment retrieval and highlight detection

Reference 25

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Observation c5eb4f62-7979-4937-bd29-6a3a0031149f · outbound

This paper cites Multi-Source Diffusion Models for Simultaneous Music Generation and Separation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Multi-Source Diffusion Models for Simultaneous Music Generation and Separation

Reference 26

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This paper cites Deep learning for black-box modeling of audio effects.Applied Sciences, 10(2):638, 2020.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Deep learning for black-box modeling of audio effects.Applied Sciences, 10(2):638, 2020

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T04:55:14.108968Z

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Observation 27f79caa-f928-4cbe-936e-a2e2eef9de04 · outbound

This paper cites On discriminative vs.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting On discriminative vs

Reference 28

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Observation a6282e1a-01ce-4ad4-baba-6c29edad9be9 · outbound

This paper cites Elucidating the Exposure Bias in Diffusion Models.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Elucidating the Exposure Bias in Diffusion Models

Reference 29

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Observation 9ddd07c8-a515-4eaf-b561-b5ec4802fcd3 · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Movie Gen: A Cast of Media Foundation Models

Reference 30

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Observation dd8812b6-b87c-4afe-817e-5aef23f19540 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Learning transferable visual models from natural language supervi- sion

Reference 31

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Observation 592b5884-4994-487d-ae83-9357c62d0de2 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.Journal of machine learning research, 21(140):1–67, 2020.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Exploring the limits of transfer learning with a unified text-to-text transformer.Journal of machine learning research, 21(140):1–67, 2020

Reference 32

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This paper cites Model- ing nonlinear audio effects with end-to-end deep neural net- works.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Model- ing nonlinear audio effects with end-to-end deep neural net- works

Reference 33

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This paper cites Sequence level training with recurrent neural networks.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Sequence level training with recurrent neural networks

Reference 34

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Observation 93ab2f1e-aa85-41d0-a44b-e80d6cfb9217 · outbound

This paper cites Hybrid transformers for music source separation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Hybrid transformers for music source separation

Reference 35

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This paper cites Source Separation by Flow Matching.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Source Separation by Flow Matching

Reference 36

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This paper cites Physical modeling using recurrent neu- ral networks with fast convolutional layers.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Physical modeling using recurrent neu- ral networks with fast convolutional layers

Reference 37

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This paper cites Improved techniques for training consistency models.ICLR, 2024.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Improved techniques for training consistency models.ICLR, 2024

Reference 38

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Conditional Flow Matching for Visually-Guided Acoustic Highlighting Consistency models.ICLR, 2023

Reference 39

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This paper cites Style Transfer of Audio Effects with Differentiable Signal Processing.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Style Transfer of Audio Effects with Differentiable Signal Processing

Reference 40

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This paper cites AudioX: A Unified Framework for Anything-to-Audio Generation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting AudioX: A Unified Framework for Anything-to-Audio Generation

Reference 41

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This paper cites Improving and generalizing flow-based generative models with minibatch optimal transport.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Improving and generalizing flow-based generative models with minibatch optimal transport

Reference 42

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Observation 12509606-6a23-48f7-9f45-9512df7e4ff0 · outbound

This paper cites Diff-MST: Differentiable Mixing Style Transfer.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Diff-MST: Differentiable Mixing Style Transfer

Reference 43

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Observation aea663de-c192-4579-b61b-aa59a341e6c3 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 44

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This paper cites A generalized band- split neural network for cinematic audio source separation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting A generalized band- split neural network for cinematic audio source separation

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Observation b9dd051e-3f3e-48d6-bbcb-ccb401d3e7fb · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.Advances in neural information processing systems, 35:24824–24837, 2022.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Chain-of-thought prompting elicits reasoning in large lan- guage models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 46

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This paper cites FlowDec: A flow-based full-band general audio codec with high perceptual quality.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting FlowDec: A flow-based full-band general audio codec with high perceptual quality

Reference 47

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Observation afc3ee98-8ab6-4c6c-bf36-a2c85a489682 · outbound

This paper cites Large-scale con- trastive language-audio pretraining with feature fusion and keyword-to-caption augmentation.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Large-scale con- trastive language-audio pretraining with feature fusion and keyword-to-caption augmentation

Reference 48

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Observation 6721cc05-3066-4c0e-88c3-2c24cb29a106 · outbound

This paper cites Visually informed binaural au- dio generation without binaural audios.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Visually informed binaural au- dio generation without binaural audios

Reference 49

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Conditional Flow Matching for Visually-Guided Acoustic Highlighting The sound of pixels

Reference 50

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This paper cites Table 5 presents the results obtained on this variant of the dataset.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Table 5 presents the results obtained on this variant of the dataset

Reference 51

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Conditional Flow Matching for Visually-Guided Acoustic Highlighting Unresolved cited work

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Conditional Flow Matching for Visually-Guided Acoustic Highlighting Unresolved cited work

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This paper cites However, when its contribution becomes too dominant, the trajectories exhibit non-linear behavior again.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting However, when its contribution becomes too dominant, the trajectories exhibit non-linear behavior again

Reference 54

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This paper cites The rollout loss allows more consistent predictions across steps, resulting in more highlighted sources.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting The rollout loss allows more consistent predictions across steps, resulting in more highlighted sources

Reference 55

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This paper cites Future work should evaluate the model on real-world data once such datasets become available.

Conditional Flow Matching for Visually-Guided Acoustic Highlighting Future work should evaluate the model on real-world data once such datasets become available

Reference 56

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