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Paper Citation Record · LEDGER

Zero-Shot Crowd Behavior Recognition

As of 16 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:1908.05877.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.05877 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:06:57.258879Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy52
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c506476-4a0a-4303-ab67-b11f0de1b1d7 · outbound

This paper cites Evaluation of output embeddings for fine-grained image classification.

Zero-Shot Crowd Behavior Recognition Evaluation of output embeddings for fine-grained image classification

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:56.987222Z digest=sha256:761627ade6c38269844a4d2a25a1a8c21fd1deabd15e0bb9393ee5d3768f4094

Observation 1eb0c98a-1f86-448c-8c04-1b5ed3a3663f · outbound

This paper cites Exploring synonyms as context in zero-shot action recognition.

Zero-Shot Crowd Behavior Recognition Exploring synonyms as context in zero-shot action recognition

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:58.026629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:56.991715Z digest=sha256:eb7bd56c314bb5c21d14d9c9c511978e5caeca2b3b8a3e5c7b5f9e3635757ab2

Observation 2062fde2-de0a-4b8b-8a3d-56ff719f23c7 · outbound

This paper cites Floor fields for tracking in high density crowd scenes.

Zero-Shot Crowd Behavior Recognition Floor fields for tracking in high density crowd scenes

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:58.011664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 971d5d57-6c9c-4278-8192-4cd0a1161708 · outbound

This paper cites Modelling crowd scenes for event detection.

Zero-Shot Crowd Behavior Recognition Modelling crowd scenes for event detection

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.996813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.000905Z digest=sha256:cca03139fada467aae3968deb9e1b92572a901c6a779df85d88cbce5d13de0fc

Observation ecb615bd-e55b-4e9d-9ae1-dc96abb91088 · outbound

This paper cites Learning multi-label scene classification.

Zero-Shot Crowd Behavior Recognition Learning multi-label scene classification

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.981927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.006733Z digest=sha256:1f17d0457b04e8332e89e0b6c654c37f0f1c963742367ce6d94b9b166b70ac85

Observation 3120fd2b-86ee-41ad-a41f-820cefa31d6c · outbound

This paper cites LIBSVM: A library for support vector machines.

Zero-Shot Crowd Behavior Recognition LIBSVM: A library for support vector machines

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.968709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.010989Z digest=sha256:0821799c609cb3a420739b34027122d61b04be8cb18c2b440b7721364b1fa7a7

Observation 93d37388-9a58-4a8e-961e-426162f8283f · outbound

This paper cites Feature mining for localised crowd counting.

Zero-Shot Crowd Behavior Recognition Feature mining for localised crowd counting

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.954242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.016205Z digest=sha256:26790983631ab215ac98b4485e380263274674d4530e421f379e751edd60c8c8

Observation acb7a760-fb75-4db0-b5b7-d809b6a0a1bb · outbound

This paper cites Histograms of oriented gradients for human detection.

Zero-Shot Crowd Behavior Recognition Histograms of oriented gradients for human detection

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T13:06:57.020651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:06:57.020651Z digest=sha256:ae1b789e5f7c8839d0e8276c214e5e722092d5e0e31488043f4ec9db43d15c12

Observation 62b6a132-d98f-4964-aa63-7cac1ad2ad96 · outbound

This paper cites an unresolved cited work.

Zero-Shot Crowd Behavior Recognition Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:57.932843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.024983Z digest=sha256:d809de7b0cf69b29932fc70141132a2265998d268dadb99f2c76042bd24cfe8d

Observation a2d3b5fe-794a-4ebb-9b7f-a3e4f62f17c0 · outbound

This paper cites Devise: A deep visual-semantic embedding model.

Zero-Shot Crowd Behavior Recognition Devise: A deep visual-semantic embedding model

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.920802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.029869Z digest=sha256:1f485c8d7a551e219a04a0cb7c8625e3babf4f0545565d4740df65a1739b88f2

Observation e33efd52-ac03-4585-8e3e-233850383520 · outbound

This paper cites Transductive Multi- view Zero-Shot Learning.

Zero-Shot Crowd Behavior Recognition Transductive Multi- view Zero-Shot Learning

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.907203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.033915Z digest=sha256:de7514393c6059250f171e2de06cf16db68a148d8fbed538f090be759ef1ac01

Observation 0e5b08a9-43a0-48be-b7ce-9e36c0457546 · outbound

This paper cites Trans- ductive Multi-Label Zero-shot Learning.

Zero-Shot Crowd Behavior Recognition Trans- ductive Multi-Label Zero-shot Learning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.891946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.038021Z digest=sha256:c137540a14a8670de85d6a977c51ac42a7f62b43a0dddf7fbd2788e7457c3ed4

Observation 2a8f839b-2926-4e1e-8bd7-1115d14d1b41 · outbound

This paper cites Multilabel classification via calibrated label ranking.

Zero-Shot Crowd Behavior Recognition Multilabel classification via calibrated label ranking

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.877500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.043241Z digest=sha256:700d8927c4380af66bec25d282a930f08d45a2fccfa0a730eabdabc0cf93dec6

Observation 37889f37-d966-4225-a705-8383bdebe4d5 · outbound

This paper cites Exploring semantic inter-class relationships (sir) for zero-shot action recognition.

Zero-Shot Crowd Behavior Recognition Exploring semantic inter-class relationships (sir) for zero-shot action recognition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.861108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.048162Z digest=sha256:a296b44cae2ceecd204c6f9abec3b6c15687cb75c4c036ad6f0c7939d95c768d

Observation fecca9b5-0b4b-4d35-9401-9cecc925482f · outbound

This paper cites Devnet: A deep event network for multimedia event detection and evidence recounting.

Zero-Shot Crowd Behavior Recognition Devnet: A deep event network for multimedia event detection and evidence recounting

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.848283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.052947Z digest=sha256:c112633cde89b125a3b2182d067983c1e91018fa8175960d6be6eed869fe617b

Observation 359326d6-14c4-4517-bea9-9162c085079c · outbound

This paper cites Collective multi-label classification.

Zero-Shot Crowd Behavior Recognition Collective multi-label classification

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.834642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.057562Z digest=sha256:c8b045c2d49e514ace2baa58abdde8d26b35e8b27a266d14d63d3649bfc691dc

Observation f1f02e51-b35b-41a6-b54d-7189e3f95bab · outbound

This paper cites Security and surveillance.

Zero-Shot Crowd Behavior Recognition Security and surveillance

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.821843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.062161Z digest=sha256:dcd7dec72a82352d9e61a9f3d5caacfe5b4c6ee20b1cbc3550dda95c9d3d6e6c

Observation 53bdf1ee-9b68-4a85-bab6-724594e655c1 · outbound

This paper cites Efficient max-margin multi-label classification with applications to zero-shot learning.

Zero-Shot Crowd Behavior Recognition Efficient max-margin multi-label classification with applications to zero-shot learning

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.810509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.066778Z digest=sha256:2f03de4f22519f7c360f45ed26dafbe3f6c3bb65cca2f1ea4742378552086302

Observation 8573a6cc-9670-4009-a159-63137bbfae3e · outbound

This paper cites Violent flows: Real-time detection of violent crowd behavior.

Zero-Shot Crowd Behavior Recognition Violent flows: Real-time detection of violent crowd behavior

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.798507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.072585Z digest=sha256:e52d0d686ff60e77f2a8eb21bfb4ae9b74e1fa4b15b21d29628dc840f41920f0

Observation ce2cc47b-539e-4a16-974a-96e981814007 · outbound

This paper cites an unresolved cited work.

Zero-Shot Crowd Behavior Recognition Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:57.786505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.077117Z digest=sha256:bb1b7e99f0f13a654539b19e0bab69037f70cf5fb4dc951c406129e7a8372c06

Observation 9d5c20b6-1b5e-493d-b6dd-f1fdd2d5d98f · outbound

This paper cites Anomaly detection in extremely crowded scenes using spatio- temporal motion pattern models.

Zero-Shot Crowd Behavior Recognition Anomaly detection in extremely crowded scenes using spatio- temporal motion pattern models

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.775100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.084328Z digest=sha256:be62c76b807499f616c4d56654fc5d167d9c561e17fb778f4cb6627f9147b4e8

Observation 3c28d90b-c19d-44a4-934e-6428c264d8fe · outbound

This paper cites Hmdb: A large video database for human motion recognition.

Zero-Shot Crowd Behavior Recognition Hmdb: A large video database for human motion recognition

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.762702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.093173Z digest=sha256:74a8201822b96f8b67311efefd723e0ff2c4ee89523f3d23669d31e4a617d7a0

Observation b320264d-464e-4144-b9da-f142eb566117 · outbound

This paper cites Lampert, H.

Zero-Shot Crowd Behavior Recognition Lampert, H

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.751350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.097545Z digest=sha256:cb45c13f37f2d951fc589a22007d0b961cab3dba056be8100255350075e1bee2

Observation 4154dcc6-3d15-4007-84e7-6a234e0649e9 · outbound

This paper cites Beyond bags of features: Spatial pyra- mid matching for recognizing natural scene categories.

Zero-Shot Crowd Behavior Recognition Beyond bags of features: Spatial pyra- mid matching for recognizing natural scene categories

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.739849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.101870Z digest=sha256:f497d5e20aad1ccf875628d0fea8b4edbbe34aad5b7f189d64a89733a3616512

Observation c9a11aca-c981-4cba-af96-44b0617aacc7 · outbound

This paper cites Learning behavioural context.

Zero-Shot Crowd Behavior Recognition Learning behavioural context

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.727648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.106720Z digest=sha256:8983f93334d4c7cc0f1af1fea9cf22d204e903accf500c6f251a024941f33bb7

Observation 089f35dc-af58-4777-a896-4933db8ea841 · outbound

This paper cites Multi-label image classification with a probabilistic label enhancement model.

Zero-Shot Crowd Behavior Recognition Multi-label image classification with a probabilistic label enhancement model

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.716325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.111230Z digest=sha256:82d55def43dc9f9aea37ea73f6ce4d793a10449c79d1e49faf94d7486b1d5980

Observation f8c3cfda-4137-4e51-90f6-63fb66dccb2b · outbound

This paper cites Crowd counting and profil- ing: Methodology and evaluation.

Zero-Shot Crowd Behavior Recognition Crowd counting and profil- ing: Methodology and evaluation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.704115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.115637Z digest=sha256:9180b36770fc564ca481d844fedeff2efc2ef5d909c76dae125da49ccf452856

Observation 1e68ccf6-610b-4145-bc37-30941c07d09e · outbound

This paper cites COSTA: Co-occurrence statistics for zero-shot classification.

Zero-Shot Crowd Behavior Recognition COSTA: Co-occurrence statistics for zero-shot classification

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.691709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.121743Z digest=sha256:f0e34d9a56ef5cd74bd2b8b9a927546c99b672dabd9caa8c12294389e2b4549b

Observation 85bf2063-c1a4-4d27-a6da-881380fe1d01 · outbound

This paper cites Distributed Rep- resentations of Words and Phrases and their Compositionality.

Zero-Shot Crowd Behavior Recognition Distributed Rep- resentations of Words and Phrases and their Compositionality

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.680204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.126998Z digest=sha256:f7606cda60c24589543a0adf3035aeb57bb63db1e322188743e5fd87a73132e8

Observation c399baff-6fe7-423b-8457-65a519fa96c4 · outbound

This paper cites Modeling temporal structure of decom- posable motion segments for activity classification.

Zero-Shot Crowd Behavior Recognition Modeling temporal structure of decom- posable motion segments for activity classification

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.667375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.135241Z digest=sha256:cb17f75a5725eea8b9d0532040dfbb65c14e5bff7e05ba1e81b6777f19cd52da

Observation 9a3d4fb6-c849-410c-acf6-e3452a922480 · outbound

This paper cites Modeling the shape of the scene: A holistic representation of the spatial envelope.

Zero-Shot Crowd Behavior Recognition Modeling the shape of the scene: A holistic representation of the spatial envelope

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.655177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.139526Z digest=sha256:0b5a8bf9ce4a465e70747f60b0c57c087236aee1850f6f0ae6f4af223c611c4c

Observation 18b9002e-9de3-4534-97cc-ac0bb8957fa7 · outbound

This paper cites DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection.

Zero-Shot Crowd Behavior Recognition DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-14T13:06:57.143781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:06:57.143781Z digest=sha256:843763c54bbd5068e9753ef18686a9f72d734b4d3888dbe8c6a71daf9c42e684

Observation a45c8473-a180-4d49-9755-d4b8ce9c1a72 · outbound

This paper cites Glove: Global vectors for word representation.

Zero-Shot Crowd Behavior Recognition Glove: Global vectors for word representation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.643018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.149152Z digest=sha256:1829b759673d31f2ed59bc273fed93239705eed59bda0f333f2c0eacc3b576de

Observation 1320666b-3299-4f1a-b649-9add205d784d · outbound

This paper cites Improving the Fisher kernel for large-scale image classification.

Zero-Shot Crowd Behavior Recognition Improving the Fisher kernel for large-scale image classification

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.630840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.153152Z digest=sha256:e1c9c0ed167a785e22c6f3028caf317a3e28599ee986c527c9858ba0357915f9

Observation 19b440aa-6b9b-46ad-b62f-9869742dc8c5 · outbound

This paper cites Cor- relative multi-label video annotation.

Zero-Shot Crowd Behavior Recognition Cor- relative multi-label video annotation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.618805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.157742Z digest=sha256:9826bff1ea6aad6b9c394ca7483acd2b9b3436f35ca9613149826ccbf6ff12cb

Observation ffa68033-8097-47a0-946c-7baad6ac307f · outbound

This paper cites Data-driven crowd anal- ysis in videos.

Zero-Shot Crowd Behavior Recognition Data-driven crowd anal- ysis in videos

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.606443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.162021Z digest=sha256:3b90faf9cb3b7eb4dfa4fabfa131380ef470ff2ee58005ead5d7adae5e6774cc

Observation 39b83493-d759-4c31-a209-7e6e89abe774 · outbound

This paper cites Evaluating knowledge transfer and zero- shot learning in a large-scale setting.

Zero-Shot Crowd Behavior Recognition Evaluating knowledge transfer and zero- shot learning in a large-scale setting

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.593796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.166409Z digest=sha256:e90479a88e058c71fa327651f9b776433cddfa829a6a969b0de428d3a7cf9a4e

Observation ec1f26d7-b421-443c-baa7-c70c5373f6d0 · outbound

This paper cites What helps where - and why? Semantic relatedness for knowledge transfer.

Zero-Shot Crowd Behavior Recognition What helps where - and why? Semantic relatedness for knowledge transfer

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.581474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.170756Z digest=sha256:566b1dadbf3408e3985a9c3bc6497a04084ab8c7750c5a3910d2e0cabb002a19

Observation 3fcd9374-e4c9-46a6-af35-4225b7930916 · outbound

This paper cites An embarrassingly simple approach to zero-shot learning.

Zero-Shot Crowd Behavior Recognition An embarrassingly simple approach to zero-shot learning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.567263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.174955Z digest=sha256:171519686c9f97f914acfba69f7d3c95bee9681ef3b04ff509e631d8ac96847e

Observation 93b61f3e-9d2e-4f48-b7c9-1a4f570c36c5 · outbound

This paper cites Scene understanding by statistical mod- eling of motion patterns.

Zero-Shot Crowd Behavior Recognition Scene understanding by statistical mod- eling of motion patterns

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.553838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.179135Z digest=sha256:b389457f5d21a6126af5e678e7f20db93fed078a9fe8aa645bdea6c1d2446131

Observation 04a188b9-f056-46d3-a7bf-c37c210358af · outbound

This paper cites Deeply learned attributes for crowded scene understanding.

Zero-Shot Crowd Behavior Recognition Deeply learned attributes for crowded scene understanding

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.540406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.183170Z digest=sha256:42fe2154822e2b139f37803f3d511ba8cd460e7af7f79c16b1c362f1dabb2930

Observation 4272932e-7bd7-4323-99aa-06c62b3fdb81 · outbound

This paper cites Scene-independent group profiling in crowd.

Zero-Shot Crowd Behavior Recognition Scene-independent group profiling in crowd

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.525655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.187765Z digest=sha256:3dc935ff90c66599c591adde0928f1aaaf9ffa49d2c496110d752e8014adff4d

Observation 03ca7ec7-f3d9-40aa-a737-7cb12cb9bd80 · outbound

This paper cites Zero-shot learning through cross-modal transfer.

Zero-Shot Crowd Behavior Recognition Zero-shot learning through cross-modal transfer

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.511788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.191907Z digest=sha256:6a697d4a2c0b6d2e5a13b51ff1703df29218db6864061b10b01bc1da480a9fb4

Observation 8a3be8c5-6700-42ad-a235-f536a93c6ae0 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Zero-Shot Crowd Behavior Recognition UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-14T13:06:57.195900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:06:57.195900Z digest=sha256:5ea5698d5bed0e2a213e32b55af0f9159744012b5cdb12cb7f8ac5256393b246

Observation 16a889eb-870d-4b16-bd5a-de9444b38fcb · outbound

This paper cites Random k-labelsets: An ensemble method for multilabel classification.

Zero-Shot Crowd Behavior Recognition Random k-labelsets: An ensemble method for multilabel classification

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.496967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.200396Z digest=sha256:c9071b62ee9e17d61b59d9aa33679263b649b5f57b6fa5687e1818455e3d78bf

Observation 7d610cae-0bc1-49b2-b7fe-90f1626ea419 · outbound

This paper cites Parametric mixture models for multi-labeled text.

Zero-Shot Crowd Behavior Recognition Parametric mixture models for multi-labeled text

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.482963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.204745Z digest=sha256:7a8dd45bdec105c323d988905c1cb244cff21af66b4052b4e390eb496a8c9d1c

Observation b9db3047-e9c3-48f0-b56e-e3a046da8d98 · outbound

This paper cites A sequential topic model for mining recurrent activities from long term video logs.

Zero-Shot Crowd Behavior Recognition A sequential topic model for mining recurrent activities from long term video logs

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.471261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.209093Z digest=sha256:3971873fd37f1393037a129575177fc6cac71d6d7166ce568b3654bd9c14d4b1

Observation 7ce2ad5b-504b-4145-9973-7a33640506cb · outbound

This paper cites Action recognition by dense trajectories.

Zero-Shot Crowd Behavior Recognition Action recognition by dense trajectories

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.458549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.213621Z digest=sha256:67dec872fb33728f5ae6c6bc46a98102b0cbaad50129b8708baa96db1f3564d2

Observation b9df0939-84e1-4941-82ae-fc88ab638cc6 · outbound

This paper cites A robust and efficient video representation for action recog- nition.

Zero-Shot Crowd Behavior Recognition A robust and efficient video representation for action recog- nition

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.446062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.217993Z digest=sha256:63cbe9239c6eb09c51bc036fdf1b3b531f18b0046145131832b4ad9629061a45

Observation 650a78dc-f4c9-431a-a7a8-1a62aaa87b19 · outbound

This paper cites Unsupervised activity perception in crowded and complicated scenes using hierarchical bayesian models.

Zero-Shot Crowd Behavior Recognition Unsupervised activity perception in crowded and complicated scenes using hierarchical bayesian models

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.434089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.222620Z digest=sha256:a9af0e870a17bb2b332397c9f9c488d7ea51a2843da386346fc8e732b5ffd3e7

Observation c503a292-2646-42f1-a304-3aa94c4288db · outbound

This paper cites an unresolved cited work.

Zero-Shot Crowd Behavior Recognition Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:57.419419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.227808Z digest=sha256:4c30d91eea30788f7d899c4a7acd044227c7facd71a4dfa1bcdaccc0c6addf07

Observation 659ecbc5-ed4a-4cae-862f-0c43ee31724f · outbound

This paper cites Cross-domain traffic scene understanding by motion model transfer.

Zero-Shot Crowd Behavior Recognition Cross-domain traffic scene understanding by motion model transfer

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.407561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.232496Z digest=sha256:e5c617683ba95dccdae8df476d7f4d9719bcd1ab1e92aa5d6854647b6b7dc4b0

Observation 8747b32f-2513-4b23-be47-b5ec301d0169 · outbound

This paper cites Semantic embedding space for zero-shot action recognition.

Zero-Shot Crowd Behavior Recognition Semantic embedding space for zero-shot action recognition

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.394598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.237121Z digest=sha256:9ddb2989430b0fdd9d7acb88587f601c237dfec5968f2f10c6b37d158ad3f89e

Observation 297e33b1-046c-471c-acf0-2b49c6c4978b · outbound

This paper cites Ml-knn: A lazy learning approach to multi-label learning.

Zero-Shot Crowd Behavior Recognition Ml-knn: A lazy learning approach to multi-label learning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.380700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.241571Z digest=sha256:28e818e10685d35ea361c6ca2059fbd72fbfa63f8efceeb2d9becbf110e8aa66

Observation d125c826-f8b8-483c-b52a-49d79b28d508 · outbound

This paper cites A review on multi-label learning algorithms.

Zero-Shot Crowd Behavior Recognition A review on multi-label learning algorithms

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.367873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.246006Z digest=sha256:4d040418546c10a10008c3cd15eace3b586dbe850d43217d4ba50c784d8af40a

Observation aa51558a-99d4-4032-9680-e46d9ee98edf · outbound

This paper cites Rotation-invariant image and video description with local binary pattern features.

Zero-Shot Crowd Behavior Recognition Rotation-invariant image and video description with local binary pattern features

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.354669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.250168Z digest=sha256:4199d5f0e17ca1ddcba557874f0589dd11094946b6858365aa18f7f066f46443

Observation 6108ed2f-3c87-43e9-8830-590c744d945d · outbound

This paper cites Tracking using motion patterns for very crowded scenes.

Zero-Shot Crowd Behavior Recognition Tracking using motion patterns for very crowded scenes

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.340563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.254684Z digest=sha256:eae88c9ad8d3d2fd24726adc8ae866e66d72f517685b6d22689dd3101f5fd1e7

Observation 3ace41cf-cdb3-4e2b-9473-6f7f5bcde50d · outbound

This paper cites Coherent filtering: detecting coherent motions from crowd clutters.

Zero-Shot Crowd Behavior Recognition Coherent filtering: detecting coherent motions from crowd clutters

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:57.327687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:06:57.258879Z digest=sha256:d4a82a53155f6a85f36c81d8330307ea23a3ac2862afe060d16c9f66e8b8ea23

Pith citing papers

No inbound Pith citation observations are available.