Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:19:29.847364Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2508.05524.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:19:29.847364Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 572e275f-04bb-4f2c-86e2-cdb49e51c978 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs MS-TCN: Multi- stage temporal convolutional network for action seg- mentation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f8fdc2cf-49af-4aef-a96a-df35139bbe1b · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsupervised learning from narrated instruc- tion videos
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 96f459d9-11dc-45e6-a465-b463fdc9a8d3 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs How much temporal long-term context is needed for action segmentation? In IEEE International Con- ference on Computer Vision (ICCV), 2023
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e54a09be-b24c-40e1-abc8-dc53b9fd355b · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Opental: Towards open set temporal action localization
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5a3a715f-80de-4dba-bdd6-2544b4f053fd · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Exploiting vlm local- izability and semantics for open vocabulary action de- tection
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8447f0c2-5e15-4d91-b3fc-60f6a09f04cb · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unified fully and timestamp supervised temporal action segmenta- tion via sequence to sequence translation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5fc85778-d83c-41bc-a143-b510834ed142 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Quo vadis, ac- tion recognition? a new model and the kinetics dataset
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 860a7c66-e282-4460-a5f6-da76a54036ac · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs D3tw: Discriminative differ- entiable dynamic time warping for weakly supervised action alignment and segmentation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 19b3c718-a9a8-4914-9e24-74f663acdbe7 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Leveraging action affinity and continuity for semi-supervised temporal action segmentation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6dfae051-93aa-43b7-873a-fb85e263b351 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly-supervised ac- tion segmentation with iterative soft boundary assign- ment
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a885190b-9722-4727-a90a-0d12af268adf · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Fast and unsupervised action boundary detec- tion for action segmentation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation acf25b58-f53a-4a44-b60c-94009b98e730 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Sct: Set constrained temporal transformer for set supervised action segmen- tation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 911e6c4f-728d-4741-a3f8-ae48377164fe · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Open-Vocabulary Temporal Action Localization using Multimodal Guidance
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation da12f3b9-f7fe-47b0-ba54-58962dafc11d · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Im- proving action segmentation via graph-based temporal reasoning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b5186c11-47c9-442e-a27c-d057486c0aa4 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Alleviating over-segmentation errors by detecting action boundaries
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4d7d1d20-6f9e-4e78-b04a-341b660a5486 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Fast saliency based pooling of fisher encoded dense trajectories
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 441bdc0d-92c8-40d6-9d90-c0dc5e7a679c · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Timestamp-supervised action segmentation with graph convolutional networks
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 729c4f7c-0763-41f4-a833-d2bdd26585b4 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs The lan- guage of actions: Recovering the syntax and semantics of goal-directed human activities
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation faec9408-14a2-412d-b053-720ba8ba04d5 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs An end-to-end generative framework for video segmenta- tion and recognition
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8c6a920b-5e45-4978-82cf-e91ff9181aa5 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly supervised learning of actions from transcripts
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8b15ac05-c186-4110-b967-5c3405410ea5 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsupervised learning of action classes with continuous temporal embedding
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 05898e64-b5e6-4178-bfef-1ac11be915a5 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsu- pervised action segmentation by joint representation learning and online clustering
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 82d221ca-8114-45f7-804d-fb9921609d15 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Set-constrained viterbi for set-supervised action segmentation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 553d5dfd-81f2-4f68-997e-8fdea60b786c · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly super- vised energy-based learning for action segmentation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 68bf94cd-ca7a-403a-a11f-76dc0268ad66 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs MS-TCN++: Multi-stage temporal convolutional network for action segmenta- tion
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 05eb7d70-fb0d-4042-beb2-e5ae32a42e94 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Tempo- ral action segmentation from timestamp supervision
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e32a1d71-0e47-4db5-98b4-df35a5f65d5e · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Diffusion ac- tion segmentation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3aad209e-8209-452c-8321-77d3078bdeab · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly-supervised ac- tion segmentation and alignment via transcript-aware union-of-subspaces learning
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4e9c8877-f191-44f5-8895-c3064acbb339 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Fact: Frame-action cross-attention temporal modeling for efficient action segmentation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dab04da1-b345-4d81-aa82-cf73b05ec2b2 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Streamer: Streaming representation learn- ing and event segmentation in a hierarchical manner
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 69418f4d-975c-4158-bda9-da2a94425418 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Representation Learning with Contrastive Predictive Coding
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 543f0698-4b22-4a12-bd75-4a1b61d32c07 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs A generalized and robust framework for timestamp supervision in temporal action segmen- tation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 85f92cad-e08d-408c-b5e3-3549e392f556 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Temporal action detection using a statistical language model
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ef161b3f-62f7-4737-9df6-d3127f91f239 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly supervised action learning with rnn based fine- to-coarse modeling
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1b3af591-7dc8-4096-99be-f2dd6ffd8c71 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Action sets: Weakly supervised action segmentation without ordering constraints
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bd6328ff-c74b-43ad-83bd-60d46284e51f · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Neuralnetwork-viterbi: A framework for weakly supervised video learning
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d0e2b3f1-17ed-4dd0-a052-47a1a8b512a0 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs A database for fine grained activity detection of cooking activities
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c87c29c9-83d8-48b0-ab48-434a7fd2aa5e · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Temporally- weighted hierarchical clustering for unsupervised ac- tion segmentation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f47f416b-a522-446e-aa22-29f9f9d7889a · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Estimating the dimension of a model
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 06bd317b-0ffc-477b-9e00-6c56146d22a2 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsupervised learning and segmentation of complex activities from video
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f727c8c7-da00-4474-ad74-6753879c00aa · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Iterative contrast-classify for semi-supervised tempo- ral action segmentation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 56a87ff3-f5dd-445f-9e2d-bff0b76c3cae · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Robust action seg- mentation from timestamp supervision
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9c6add69-5ee2-41d8-b711-8e44e9f63f09 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Hierarchical vector quantization for unsupervised action segmentation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6508d000-70c0-4a2f-b3ba-f9545fb43234 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3b04102f-34a6-4d0e-8723-a4713891855b · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Learning latent temporal structure for complex event detection
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6eda3c7e-ca65-4bd7-aff5-041312cb30db · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Permutation-aware activ- ity segmentation via unsupervised frame-to-segment alignment
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d65bd48a-7ed1-4525-b19b-b46eb7c58384 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Temporally consistent unbalanced optimal transport for unsupervised action segmentation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2d3f55a0-5eef-441a-acb0-6df2c3934bf1 · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs AS- Former: Transformer for action segmentation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b758467e-c427-490e-bc83-5af32da81b2e · outbound
GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Ow- tal: learning unknown human activities for open-world temporal action localization
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.