One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning | Paper Citation Record

Observation cf29e0c1-71b6-45ee-954d-55d3cb7bb50f · outbound

This paper cites Sinkhorn Distances: Lightspeed Computation of Optimal Transport.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Sinkhorn Distances: Lightspeed Computation of Optimal Transport

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.883089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be44db39-31d9-4b9b-94e7-ca38ee74c020 · outbound

This paper cites Convergence of Entropic Schemes for Optimal Transport and Gradient Flows.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Convergence of Entropic Schemes for Optimal Transport and Gradient Flows

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.875165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc25c853-5883-4029-9002-ef7edf20b84e · outbound

This paper cites A Survey of the Schr \"o dinger Problem and Some of Its Connections with Optimal Transport.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning A Survey of the Schr \"o dinger Problem and Some of Its Connections with Optimal Transport

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.867182Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc3eb050-033f-4e62-940f-af4e467bf21b · outbound

This paper cites Sample Complexity of Sinkhorn Divergences.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Sample Complexity of Sinkhorn Divergences

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.859686Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09798b76-6904-4707-ac3d-4b26d4068cb9 · outbound

This paper cites Statistical Bounds for Entropic Optimal Transport: Sample Complexity and the Central Limit Theorem.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Statistical Bounds for Entropic Optimal Transport: Sample Complexity and the Central Limit Theorem

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.852313Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9baa0c0-9fb9-4f69-b269-a9c6814c4d21 · outbound

This paper cites Interpolating between Optimal Transport and MMD using Sinkhorn Divergences.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Interpolating between Optimal Transport and MMD using Sinkhorn Divergences

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.844511Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c6ac2909-a3cb-4eee-a9a7-2d75a4a9376a · outbound

This paper cites Computational Optimal Transport: with Applications to Data Sciences.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Computational Optimal Transport: with Applications to Data Sciences

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.836708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66d85020-42da-46c6-bc15-1437bac97844 · outbound

This paper cites Optimal Transport: Old and New.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Optimal Transport: Old and New

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.829076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f8bd090-8050-4cf1-bfa9-41195ccb41eb · outbound

This paper cites Near-Linear Time Approximation Algorithms for Optimal Transport via Sinkhorn Iteration.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Near-Linear Time Approximation Algorithms for Optimal Transport via Sinkhorn Iteration

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.821756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5288acce-1311-4dd5-ad72-c8f65ff4900c · outbound

This paper cites Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.813786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 304f3e2f-732f-4636-9df2-13ff08a2e7f1 · outbound

This paper cites Active Learning Through a Covering Lens.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Learning Through a Covering Lens

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.805651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cef3ac0b-605b-4351-b2b3-cec63dc98d26 · outbound

This paper cites Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.797489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9a1788ae-6060-4248-9ffb-dfe59edc5d8f · outbound

This paper cites DCoM: Active Learning for All Learners.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning DCoM: Active Learning for All Learners

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-05T22:42:15.325686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea02d356-2f35-4dad-96d7-8f9e06ef359e · outbound

This paper cites Unsupervised Selective Labeling for More Effective Semi-Supervised Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Unsupervised Selective Labeling for More Effective Semi-Supervised Learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.789524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7285b0fe-7197-428e-a36c-88781584f541 · outbound

This paper cites Active Learning for Convolutional Neural Networks: A Core-Set Approach.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Learning for Convolutional Neural Networks: A Core-Set Approach

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.780888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 88c88a5a-2922-4e01-a068-2504e84be9d9 · outbound

This paper cites and Zhang, Chicheng and Krishnamurthy, Akshay and Langford, John and Agarwal, Alekh.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Zhang, Chicheng and Krishnamurthy, Akshay and Langford, John and Agarwal, Alekh

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.772812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19e28269-d001-42c0-8821-992a70ac13f1 · outbound

This paper cites Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.764749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 606372d9-3770-4f43-a314-7c5f77fb547a · outbound

This paper cites and Zhou, Zongwei.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Zhou, Zongwei

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.756243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3fe49680-a129-4693-a233-15cf0fa64390 · outbound

This paper cites Parting with Illusions about Deep Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Parting with Illusions about Deep Active Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T22:42:14.979879Z

Source-reported events for the cited work

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Observation cad48277-e79a-4371-bc4e-64659da56cb8 · outbound

This paper cites Towards Robust and Reproducible Active Learning Using Neural Networks.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Towards Robust and Reproducible Active Learning Using Neural Networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.748337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01fc2c19-d840-4cbd-bd92-bcd707ad4170 · outbound

This paper cites Active Learning Literature Survey.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Learning Literature Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T22:42:14.985629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb0f336-14cf-4d5a-80e8-9fa4b2e9a5d8 · outbound

This paper cites Deep Bayesian Active Learning with Image Data.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Deep Bayesian Active Learning with Image Data

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.734925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d59d31b7-9e6a-4bcd-8e81-6a84f1b5782e · outbound

This paper cites Learning Algorithms for Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Learning Algorithms for Active Learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.727251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ffec18ce-1d43-47cd-a91c-b4e890da8d8e · outbound

This paper cites 2025 , author =.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning 2025 , author =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.719527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b29d22d4-2b26-43c3-8782-bbbe4385a2a6 · outbound

This paper cites High-Order Flow Matching: Unified Framework and Sharp Statistical Rates , volume =.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning High-Order Flow Matching: Unified Framework and Sharp Statistical Rates , volume =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.711301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 98754697-415f-4e2e-8bf4-cf0cbb8abec4 · outbound

This paper cites BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.703073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9bd4f48a-32aa-46ff-986b-4fa409485a6f · outbound

This paper cites and Goel, Surbhi and Krishnamurthy, Akshay and Kakade, Sham.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Goel, Surbhi and Krishnamurthy, Akshay and Kakade, Sham

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.695696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b4ea0357-fe99-4f1f-9624-40cd738e494c · outbound

This paper cites Batch Active Learning at Scale.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Batch Active Learning at Scale

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.688271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4284bb4e-fc50-4a94-93d1-78062cb290d4 · outbound

This paper cites Selection via Proxy: Efficient Data Selection for Deep Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Selection via Proxy: Efficient Data Selection for Deep Learning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.680496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f5f5df3-bc18-4b3f-9425-e70e1e6a5e79 · outbound

This paper cites and Gale, William A.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Gale, William A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.672805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f918a7f5-4de3-4626-bd38-cb90bfeb99da · outbound

This paper cites Active Hidden Markov Models for Information Extraction.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Hidden Markov Models for Information Extraction

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.665519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9746f4b-9e4f-43e1-abe1-254801b9fde9 · outbound

This paper cites A Mathematical Theory of Communication.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning A Mathematical Theory of Communication

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.657821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ddf2f25-d6c1-4c2b-abde-738ec1e7a4ff · outbound

This paper cites u rnberger, Andreas and K \.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning u rnberger, Andreas and K \

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.650553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef0d054e-f0bc-4881-beb4-9a3bf8fbc363 · outbound

This paper cites Unsupervised Anomaly Detection for Aircraft PRSOV With Random Projection-Based Inner Product Prediction , year=.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Unsupervised Anomaly Detection for Aircraft PRSOV With Random Projection-Based Inner Product Prediction , year=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.642958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03db41c8-c769-4d24-8347-2a9abd50a6fb · outbound

This paper cites Learning Loss for Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Learning Loss for Active Learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.635374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe78da63-5445-49f6-bb6f-943a5ddf8289 · outbound

This paper cites Variational Adversarial Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Variational Adversarial Active Learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.627534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c5c3d02-834f-4e3a-954f-3f73f596806f · outbound

This paper cites and Chen, Xiaojiang and Wang, Xin.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Chen, Xiaojiang and Wang, Xin

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.619914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81da88f1-34cd-4e83-a5c0-f09437eaebd8 · outbound

This paper cites An Adversarial Training Framework Based on Unsupervised Feature Reconstruction Constraints for Crystalline Silicon Solar Cells Anomaly Detection , year=.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning An Adversarial Training Framework Based on Unsupervised Feature Reconstruction Constraints for Crystalline Silicon Solar Cells Anomaly Detection , year=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.612272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6bd038fa-970d-45d3-b0b9-649efabd4e0a · outbound

This paper cites Adversarial Frequency Component Reconstruction Constraint for Helicopter Vibration Signal Anomaly Detection: An Unsupervised Dual-Domain Approach , year=.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Adversarial Frequency Component Reconstruction Constraint for Helicopter Vibration Signal Anomaly Detection: An Unsupervised Dual-Domain Approach , year=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.604842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c81892ae-72ef-4a60-9bef-6b7500c8e96a · outbound

This paper cites Contextual Diversity for Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Contextual Diversity for Active Learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.597023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 803a2835-9afe-478a-8ac5-83018ac18498 · outbound

This paper cites Submodularity in Data Subset Selection and Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Submodularity in Data Subset Selection and Active Learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.589137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 29f20480-403d-4efe-aa2e-1f0555e2a358 · outbound

This paper cites Efficient Coreset Constructions via Sensitivity Sampling.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Efficient Coreset Constructions via Sensitivity Sampling

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.581688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61f677c8-960d-4289-b3d6-6b108d1708e6 · outbound

This paper cites Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.573674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 913945c6-0664-4ec9-a24c-0bc74ed2a193 · outbound

This paper cites Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.565788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7351fe42-d1a3-4d10-b9a4-e97b0d5abeb8 · outbound

This paper cites Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T22:42:15.048044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb1bb72-472e-402b-bb41-f21ffbf6b04f · outbound

This paper cites Cold-start Active Learning through Self-supervised Language Modeling.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Cold-start Active Learning through Self-supervised Language Modeling

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.557561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07204d49-0b76-439e-90c3-5acfc642f015 · outbound

This paper cites Reducing Label Effort: Self-Supervised Meets Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Reducing Label Effort: Self-Supervised Meets Active Learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.549990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1996f554-26e4-4178-9db8-03b55f03923f · outbound

This paper cites Generalized Coverage for More Robust Low-Budget Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Generalized Coverage for More Robust Low-Budget Active Learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.542713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c124268-b870-4cb1-8c4b-1ff929ea781a · outbound

This paper cites International Conference on Medical Image Computing and Computer-Assisted Intervention , pages=.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning International Conference on Medical Image Computing and Computer-Assisted Intervention , pages=

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.535115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52ec6e5e-3790-4526-aa2b-35ae8bf79732 · outbound

This paper cites and Oliveira, Gabriel L.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Oliveira, Gabriel L

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.527693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3cb5bb0-319b-4382-a185-e95a6d487302 · outbound

This paper cites an unresolved cited work.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:42:15.520182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6179a688-b1b8-4ece-8139-8c586b8bc5cd · outbound

This paper cites CSAL-3D: Cold-Start Active Learning for 3D Medical Image Segmentation via SSL-Driven Uncertainty-Reinforced Diversity Sampling.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning CSAL-3D: Cold-Start Active Learning for 3D Medical Image Segmentation via SSL-Driven Uncertainty-Reinforced Diversity Sampling

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.512819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac74303e-c9f1-4cd3-8d35-3292b90cc13e · outbound

This paper cites SUGFW: A SAM-Based Uncertainty-Guided Feature Weighting Framework for Cold-Start Active Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning SUGFW: A SAM-Based Uncertainty-Guided Feature Weighting Framework for Cold-Start Active Learning

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.505350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b40ddcc-c4cc-4479-b670-f0fd1e556c98 · outbound

This paper cites Active Learning for Vision-Language Models.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Active Learning for Vision-Language Models

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.496648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b76e625-db4c-4fdf-9b60-7e00a5430f08 · outbound

This paper cites Transactions on Machine Learning Research.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Transactions on Machine Learning Research

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.489093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a609afe1-5cc0-4226-84d8-2cb8b9d553cf · outbound

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

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Sigmoid Loss for Language Image Pre-Training

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.481088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c6c497b-d206-465e-b8b0-23c61ba5106a · outbound

This paper cites Gradient-Based Learning Applied to Document Recognition.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Gradient-Based Learning Applied to Document Recognition

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.473549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28095279-cb2f-4ec0-8f6a-e859a9d7cda5 · outbound

This paper cites Learning Multiple Layers of Features from Tiny Images.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Learning Multiple Layers of Features from Tiny Images

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.466270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ae72fea-52c1-4ca9-91e1-bbaf866cb44c · outbound

This paper cites An Analysis of Single-Layer Networks in Unsupervised Feature Learning.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning An Analysis of Single-Layer Networks in Unsupervised Feature Learning

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.458800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb6a14cc-1ce9-4507-af16-41f1191f4749 · outbound

This paper cites Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.450861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c256c788-0ac9-41f7-adc3-d0542a47781e · outbound

This paper cites ImageNet: A Large-Scale Hierarchical Image Database.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning ImageNet: A Large-Scale Hierarchical Image Database

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.443286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bf9854e-9d07-4128-838a-bfd93fc0ea9a · outbound

This paper cites Asymptotic Methods in Statistical Decision Theory.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Asymptotic Methods in Statistical Decision Theory

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.435801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a9f18f41-d55e-4c82-88e8-67e2366dfc85 · outbound

This paper cites Introduction to Nonparametric Estimation.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Introduction to Nonparametric Estimation

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.428342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7649ab37-4145-45dd-a1fe-b63768636d05 · outbound

This paper cites Concentration Inequalities: A Nonasymptotic Theory of Independence.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Concentration Inequalities: A Nonasymptotic Theory of Independence

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.421128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83ff6410-ff8b-4d37-ac0b-f9bdb2bcccfc · outbound

This paper cites Maximum Likelihood Estimation of Intrinsic Dimension.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Maximum Likelihood Estimation of Intrinsic Dimension

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.413487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d0e2c13-2278-4c31-a831-12be2416ae62 · outbound

This paper cites Gamma-Convergence for Beginners.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Gamma-Convergence for Beginners

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.405953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a6c3afcd-abf8-419c-93ac-cf2af9f4cd10 · outbound

This paper cites An Introduction to Gamma-Convergence.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning An Introduction to Gamma-Convergence

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.398710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fd7b1a8-d135-4e87-8b32-297065de13ec · outbound

This paper cites One-shot Active Learning for Image Segmentation via Contrastive Learning and Diversity-based Sampling.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning One-shot Active Learning for Image Segmentation via Contrastive Learning and Diversity-based Sampling

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.390836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ebe905a4-a933-4b6b-a2ed-1a0fcf979fcb · outbound

This paper cites Least Squares Quantization in PCM.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Least Squares Quantization in PCM

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.383131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f1941b6-dadd-4b76-844d-4bc579bec841 · outbound

This paper cites Billion-scale Similarity Search with GPUs.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Billion-scale Similarity Search with GPUs

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.375731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c06df78-e0b7-489d-abcf-36c688969d18 · outbound

This paper cites Cold-Start Active Learning for Image Classification.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Cold-Start Active Learning for Image Classification

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.367459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 723ac448-afdd-43ff-91d2-2e5e4d7ab03a · outbound

This paper cites and Xu, Jianliang.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Xu, Jianliang

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.358976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09c69b8c-5d8d-48af-aabd-f2ffb81a47a3 · outbound

This paper cites An Efficient Query Strategy for Active Learning via Optimal Transport.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning An Efficient Query Strategy for Active Learning via Optimal Transport

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.350771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93d8848f-9a9b-41c7-8ae5-e1a16f31aea6 · outbound

This paper cites Partial Optimal Transport for Support Subset Selection.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Partial Optimal Transport for Support Subset Selection

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.342583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eac44249-a771-466a-ba9a-4cfc814cea48 · outbound

This paper cites and Ramakrishnan, Ganesh and Mishra, Bamdev and Jawanpuria, Pratik.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning and Ramakrishnan, Ganesh and Mishra, Bamdev and Jawanpuria, Pratik

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:42:15.334404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6493ca88-641d-400d-aa3f-5ac71b5f9258 · outbound

This paper cites Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:42:15.249548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c3b44e5-b05a-4e8c-94ed-edb51faf9503 · outbound

This paper cites MedCAL-Bench: A Comprehensive Benchmark on Cold-Start Active Learning with Foundation Models for Medical Image Analysis.

One Knob to Rule Them All: A Unified Optimal Transport View of Cold-Start Active Learning MedCAL-Bench: A Comprehensive Benchmark on Cold-Start Active Learning with Foundation Models for Medical Image Analysis

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-05T22:42:15.129349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers