Hervé Jégou
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Hervé Jégoucomputer-science Degrees
Computer Science
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Computer Science
Hervé Jégou's Degrees
- Masters Computer Science University of Rennes 1
- Bachelors Computer Science University of Rennes 1
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(Suggest an Edit or Addition)Hervé Jégou's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Aggregating local descriptors into a compact image representation (2010) (2500)
- Product Quantization for Nearest Neighbor Search (2011) (2280)
- Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search (2008) (1926)
- Billion-Scale Similarity Search with GPUs (2017) (1844)
- Aggregating Local Image Descriptors into Compact Codes (2012) (1509)
- Particular object retrieval with integral max-pooling of CNN activations (2015) (856)
- FastText.zip: Compressing text classification models (2016) (780)
- Improving Bag-of-Features for Large Scale Image Search (2010) (775)
- On the burstiness of visual elements (2009) (456)
- Better Exploiting Motion for Better Action Recognition (2013) (436)
- Evaluation of GIST descriptors for web-scale image search (2009) (427)
- Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening (2012) (396)
- A contextual dissimilarity measure for accurate and efficient image search (2007) (303)
- Action Localization with Tubelets from Motion (2014) (302)
- Fixing the train-test resolution discrepancy (2019) (299)
- Billion-scale semi-supervised learning for image classification (2019) (294)
- Locality sensitive hashing: A comparison of hash function types and querying mechanisms (2010) (294)
- Searching in one billion vectors: Re-rank with source coding (2011) (265)
- Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion (2018) (252)
- Triangulation Embedding and Democratic Aggregation for Image Search (2014) (248)
- Revisiting the VLAD image representation (2013) (228)
- Efficient softmax approximation for GPUs (2016) (227)
- Accurate Image Search Using the Contextual Dissimilarity Measure (2010) (207)
- To Aggregate or Not to aggregate: Selective Match Kernels for Image Search (2013) (196)
- Packing bag-of-features (2009) (192)
- An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering (2010) (185)
- XCiT: Cross-Covariance Image Transformers (2021) (183)
- White-box vs Black-box: Bayes Optimal Strategies for Membership Inference (2019) (181)
- Bag-of-colors for improved image search (2011) (167)
- Reconstructing an image from its local descriptors (2011) (154)
- Training with Quantization Noise for Extreme Model Compression (2020) (138)
- Revisiting the Fisher vector for fine-grained classification (2014) (128)
- Event Retrieval in Large Video Collections with Circulant Temporal Encoding (2013) (126)
- Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images (2016) (126)
- Visual query expansion with or without geometry: Refining local descriptors by feature aggregation (2014) (107)
- And the Bit Goes Down: Revisiting the Quantization of Neural Networks (2019) (103)
- Hamming Embedding and Weak Geometry Consistency for Large Scale Image Search - extended version (2008) (101)
- Low-Shot Learning with Large-Scale Diffusion (2017) (96)
- Large Memory Layers with Product Keys (2019) (92)
- MultiGrain: a unified image embedding for classes and instances (2019) (84)
- How should we evaluate supervised hashing? (2016) (82)
- INRIA-LEAR'S Video Copy Detection System (2008) (76)
- Augmenting Self-attention with Persistent Memory (2019) (75)
- Are Large-scale Datasets Necessary for Self-Supervised Pre-training? (2021) (74)
- Asymmetric hamming embedding: taking the best of our bits for large scale image search (2011) (72)
- Anti-sparse coding for approximate nearest neighbor search (2011) (63)
- Query adaptative locality sensitive hashing (2008) (62)
- Spreading vectors for similarity search (2018) (60)
- Query-Adaptive Asymmetrical Dissimilarities for Visual Object Retrieval (2013) (58)
- A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification (2014) (58)
- IRIM at TRECVID 2010 : Semantic Indexing and Instance Search (2010) (57)
- Oriented pooling for dense and non-dense rotation-invariant features (2013) (51)
- Compact Video Description for Copy Detection with Precise Temporal Alignment (2010) (50)
- A Group Testing Framework for Similarity Search in High-dimensional Spaces (2014) (49)
- Polysemous Codes (2016) (48)
- Early burst detection for memory-efficient image retrieval (2015) (45)
- Exploiting descriptor distances for precise image search (2011) (44)
- Memory Vectors for Similarity Search in High-Dimensional Spaces (2014) (41)
- Orientation Covariant Aggregation of Local Descriptors with Embeddings (2014) (38)
- Stable Hyper-pooling and Query Expansion for Event Detection (2013) (37)
- Grafit: Learning fine-grained image representations with coarse labels (2020) (36)
- Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes (2008) (35)
- LAMV: Learning to Align and Match Videos with Kernelized Temporal Layers (2018) (33)
- Link and Code: Fast Indexing with Graphs and Compact Regression Codes (2018) (32)
- Kernel Local Descriptors with Implicit Rotation Matching (2015) (32)
- Temporal Matching Kernel with Explicit Feature Maps (2015) (32)
- Hamming embedding similarity-based image classification (2012) (32)
- Image retrieval with reciprocal and shared nearest neighbors (2014) (31)
- Interferences in Match Kernels (2016) (30)
- The Yael Library (2014) (30)
- Circulant Temporal Encoding for Video Retrieval and Temporal Alignment (2015) (29)
- Balancing clusters to reduce response time variability in large scale image search (2010) (28)
- Retrieving geo-location of videos with a divide & conquer hierarchical multimodal approach (2013) (27)
- Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels (2016) (22)
- Searching with quantization: approximate nearest neighbor search using short codes and distance estimators (2009) (22)
- Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors (2015) (21)
- BABAZ: A large scale audio search system for video copy detection (2012) (20)
- Sim-min-hash: an efficient matching technique for linking large image collections (2013) (20)
- Approximate Search with Quantized Sparse Representations (2016) (19)
- Robust multiplexed codes for compression of heterogeneous data (2005) (19)
- Asymmetric Hamming Embedding (2011) (19)
- INRIA LEAR-TEXMEX: Video Copy Detection Task (2010) (19)
- INRIA @TRECVID 2011: Copy Detection & Multimedia Event Detection (2011) (19)
- Instance classification with prototype selection (2014) (17)
- Synchronization Recovery and State Model Reduction for Soft Decoding of Variable Length Codes (2006) (17)
- Beyond “project and sign” for cosine estimation with binary codes (2014) (16)
- Training with Quantization Noise for Extreme Fixed-Point Compression (2020) (16)
- IRIM at TRECVID 2009 : High Level Feature Extraction (2009) (16)
- Searching with expectations (2010) (14)
- Déjà Vu: an empirical evaluation of the memorization properties of ConvNets (2018) (14)
- Efficient similarity search (2017) (13)
- IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search (2010) (13)
- Local visual query expansion: Exploiting an image collection to refine local descriptors (2013) (12)
- Trellis state aggregation for soft decoding of variable length codes (2005) (12)
- Rotation and translation covariant match kernels for image retrieval (2015) (12)
- Neural Associative Memories as Accelerators for Binary Vector Search (2015) (11)
- Recent Advances in Large Scale Image Search (2008) (11)
- Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing (2012) (11)
- Memory Vectors for Particular Object Retrieval with Multiple Queries (2015) (11)
- Using extreme value theory for image detection (2013) (11)
- [Invited Paper] A Survey of Product Quantization (2018) (11)
- Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images (2016) (10)
- Source multiplexed codes for error-prone channels (2003) (10)
- Fast and secure similarity search in high dimensional space (2013) (10)
- Understanding and Improving Kernel Local Descriptors (2018) (9)
- Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels (2015) (9)
- Equi-normalization of Neural Networks (2019) (8)
- Nearest neighbor search for arbitrary kernels with explicit embeddings (2012) (8)
- Improved Motion Description for Action Classification (2016) (7)
- Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding (2017) (7)
- Error-resilient first-order multiplexed source codes: performance bounds, design and decoding algorithms (2006) (7)
- Computer Vision – ECCV 2016 Workshops (2016) (6)
- Inria+Xerox@FGcomp: Boosting the Fisher vector for fine-grained classification (2013) (6)
- Error-resilient binary multiplexed source codes (2003) (5)
- Quaero at TRECVID 2012: Semantic Indexing (2012) (5)
- Entropy coding with variable length re-writing systems (2005) (5)
- Suffix-constrained codes for progressive and robust data compression: Self-multiplexed codes (2004) (5)
- Quaero at TRECVID 2011: Semantic Indexing and Multimedia Event Detection (2011) (4)
- Efficient Cover Song Identification using approximate nearest neighbors (2013) (4)
- A neural network catalyzer for multi-dimensional similarity search (2018) (4)
- Entropy Coding With Variable-Length Rewriting Systems (2005) (3)
- An Evaluation of Large-scale Methods for Image Instance and Class Discovery (2017) (3)
- TRECVID ’ 2011 : Copy Detection & Multimedia Event Detection (2011) (3)
- On the link between the synchronization recovery and soft decoding of Variable Length Codes (2006) (3)
- First-order multiplexed source codes for error-resilient entropy coding (2004) (2)
- DINOv2: Learning Robust Visual Features without Supervision (2023) (2)
- A new class of codes for robust compression of heterogeneous data:Multiplexed Codes (2003) (2)
- Error-resilient and progressive transmission and decoding of compressed images (2007) (2)
- Progressive and Error-Resilient Transmission Strategies for VLC Encoded Signals over Noisy Channels (2006) (1)
- Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint (2006) (1)
- Robust codes and joint source-channel codes for multimedia transmission over mobile channels. (Codes robustes et codes joints source-canal pour transmission multimédia sur canaux mobiles) (2005) (1)
- Unsupervised Action Proposals from Spatiotemporal Super-Voxels (2017) (1)
- Software - Signal processing and coding library (2006) (1)
- On the synchronisation recovery and soft decoding of Variable Length Codes (2006) (1)
- Other Grants and Activities - Visits of foreign researchers, Invitations to foreign labs (2006) (1)
- Bitstream construction algorithms for transmission of Variable Length Codes over noisy channels (2004) (0)
- C ONTINUOUS P SEUDO -L ABELING FROM THE S TART REPRINT (2022) (0)
- New Results - Multi-dimensional indexing and clustering (2011) (0)
- Computation of posterior marginals on aggregated state models for soft source decoding (2009) (0)
- Learning and Recognition in Vision (2006) (0)
- VQN: Variable Quantization Noise for Neural Network Compression (2021) (0)
- The Art of Detection (2016) (0)
- TIZATION OF NEURAL NETWORKS (2019) (0)
- Image indexing and retrieval with Yael (2015) (0)
- Appreciation to IJCV Reviewers (2012) (0)
- Understanding and Improving Kernel Local Descriptors (2018) (0)
- Supplementary Material for Emerging Properties in Self-Supervised Vision Transformers (2021) (0)
- Large-scale and larger-scale image search (2012) (0)
- Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels (2015) (0)
- Software - Image search demonstrator (2008) (0)
- Monocular Visual-IMU Odometry: A Comparative Evaluation of the Detector-Descriptor Based Methods (2016) (0)
- Software - Large-scale image indexing: BigImBaz (2007) (0)
- New Results - Large-scale image search (2008) (0)
- SEARCHINGWITH EXPECTATIONS Harsimrat Sandhawalia (2010) (0)
- Software - Large-scale image indexing (2008) (0)
- New Results - Recognition in video (2007) (0)
- Robust source coding with first order Multiplexed Codes : construction and soft decoding (2003) (0)
- Circulant Temporal Encoding for Video Retrieval and Temporal Alignment (2015) (0)
- Contracts and Grants with Industry - Start-up Milpix (2008) (0)
- Session details: Doctoral Symposium (2015) (0)
- Software - Extracting and describing interest points (2006) (0)
- A device for assisting the image recognition improves (2008) (0)
- Software and Platforms - Fisher vector image representation (2013) (0)
- A Survey of Product Quantization Yusuke Matsui (2017) (0)
- Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels (2017) (0)
- New Results - Image descriptors and correspondence (2006) (0)
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