All Publications
2014
CBMM Memo No.
022
“Learning An Invariant Speech Representation”. 2014. CBMM-Memo-022-1406.3884v1.pdf (1.81 MB) ,
CBMM Funded
CBMM Memo No.
021
“Neural tuning size is a key factor underlying holistic face processing.”. 2014. CBMM-Memo-021-1406.3793.pdf (387.79 KB) ,
CBMM Funded
CBMM Memo No.
020
“Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding.”. 2014. CBMM-Memo-020.pdf (1.89 MB) ,
CBMM Related
CBMM Memo No.
018
“Parsing Semantic Parts of Cars Using Graphical Models and Segment Appearance Consistency.”. 2014. CBMM-Memo-018_opt.pdf (5.02 MB) ,
CBMM Funded
CBMM Memo No.
017
“Computational role of eccentricity dependent cortical magnification.”. 2014. CBMM-Memo-017.pdf (1.04 MB) ,
CBMM Funded
CBMM Memo No.
015
“Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts.”. 2014. CBMM-Memo-015.pdf (974.07 KB) ,
CBMM Funded
CBMM Memo No.
014
“The Secrets of Salient Object Segmentation.”. 2014. CBMM-Memo-014.pdf (1.59 MB) ,
CBMM Funded
CBMM Memo No.
013
“Robust Estimation of 3D Human Poses from a Single Image.”. 2014. CBMM-Memo-013.pdf (510.23 KB) ,
CBMM Funded
“Machine Learning Based Automated Fault Detection in Seismic Traces”, in EAGE Conference and Exhibition 2014, The Netherlands, 2014. ,
CBMM Related
“A Deep Representation for Invariance and Music Classification”, in ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, 2014. ,
CBMM Funded
CBMM Memo No.
004
“The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex”. 2014. CBMM Memo 004_new.pdf (2.25 MB) ,
CBMM Funded
“Neural Mechanisms of Object-Based Attention”, Science, vol. 344, no. 6182, pp. 424 - 427, 2014. ,
CBMM Funded
CBMM Memo No.
003
“Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?”. 2014. CBMM-Memo-003.pdf (963.66 KB) ,
CBMM Funded
CBMM Memo No.
002
“A Deep Representation for Invariance And Music Classification”. 2014. CBMM-Memo-002.pdf (1.63 MB) ,
CBMM Funded
CBMM Memo No.
001
“Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning?”. 2014. CBMM Memo No. 001 (940.36 KB) ,
CBMM Funded
“Learning invariant representations and applications to face verification”, in NIPS 2013, Lake Tahoe, Nevada, 2014. Liao_Leibo_Poggio_NIPS_2013.pdf (687.06 KB) ,
CBMM Funded
“The dynamics of invariant object recognition in the human visual system.”, J Neurophysiol, vol. 111, no. 1, pp. 91-102, 2014. ,
CBMM Related
CBMM Related
“Subtasks of Unconstrained Face Recognition”. 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. (VISAPP)., Lisbon, Portugal, 2014. Leibo_Liao_Poggio_subtasks_VISAPP_2014.pdf (268.69 KB) ,
CBMM Funded
CBMM Funded
“Dynamics of random neural networks with bistable units.”, Phys Rev E Stat Nonlin Soft Matter Phys, vol. 90, no. 6, 2014. ,
CBMM Related
“Word-level Invariant Representations From Acoustic Waveforms”, in INTERSPEECH 2014 - 15th Annual Conf. of the International Speech Communication Association, Singapore, 2014. ,
CBMM Funded
“Phone Classification by a Hierarchy of Invariant Representation Layers”, in INTERSPEECH 2014 - 15th Annual Conf. of the International Speech Communication Association, Singapore, 2014. ,
CBMM Funded
“Querying Factorized Probabilistic Triple Databases”, in The Semantic Web – ISWC 2014, vol. 8797, Springer International Publishing, 2014, pp. 114-129. ,
CBMM Funded
“Reducing the Rank in Relational Factorization Models by Including Observable Patterns”, in Advances in Neural Information Processing Systems 27, Curran Associates, Inc., 2014, pp. 1179–1187. ,
CBMM Funded