BENCHMARKING DEEP INVERSE MODELS OVER TIME, AND THE NEURAL-ADJOINT METHOD
|
2021 |
Ren, Simiao |
DEEP RECONSTRUCTION OF STRANGE ATTRACTORS FROM TIME SERIES
|
2021 |
Gilpin, William |
HARD SHAPE-CONSTRAINED KERNEL MACHINES
|
2021 |
Aubin-Frankowski, Pierre-Cyril |
ON THE VALUE OF OUT-OF-DISTRIBUTION TESTING: AN EXAMPLE OF GOODHART'S LAW
|
2021 |
Teney, Damien |
LEARNING MANIFOLD IMPLICITLY VIA EXPLICIT HEAT-KERNEL LEARNING
|
2021 |
Zhou, Yufan |
SUBMODULAR MAXIMIZATION THROUGH BARRIER FUNCTIONS
|
2021 |
Badanidiyuru, Ashwinkumar |
RANKMAX: AN ADAPTIVE PROJECTION ALTERNATIVE TO THE SOFTMAX FUNCTION
|
2021 |
Kong, Weiwei |
AN UNSUPERVISED INFORMATION-THEORETIC PERCEPTUAL QUALITY METRIC
|
2021 |
Bhardwaj, Sangnie |
SELF-SUPERVISED MULTIMODAL VERSATILE NETWORKS
|
2021 |
Alayrac, Jean-Baptiste |
SYNBOLS: PROBING LEARNING ALGORITHMS WITH SYNTHETIC DATASETS
|
2021 |
Lacoste, Alexandre |
ADVERSARIALLY ROBUST STREAMING ALGORITHMS VIA DIFFERENTIAL PRIVACY
|
2021 |
Hasidim, Avinatan |
CASCADED TEXT GENERATION WITH MARKOV TRANSFORMERS
|
2021 |
Deng, Yuntian |
PERMUTE-AND-FLIP: A NEW MECHANISM FOR DIFFERENTIALLY PRIVATE SELECTION
|
2021 |
McKenna, Ryan |
STEIN SELF-REPULSIVE DYNAMICS: BENEFITS FROM PAST SAMPLES
|
2021 |
Ye, Mao |
MULTI-ROBOT COLLISION AVOIDANCE UNDER UNCERTAINTY WITH PROBABILISTIC SAFETY BARRIER CERTIFICATES
|
2021 |
Luo, Wenhao |
A CLOSER LOOK AT THE TRAINING STRATEGY FOR MODERN META-LEARNING
|
2021 |
Chen, Jiaxin |
DETERMINISTIC APPROXIMATION FOR SUBMODULAR MAXIMIZATION OVER A MATROID IN NEARLY LINEAR TIME
|
2021 |
Han, Kai |
EFFICIENT VARIATIONAL INFERENCE FOR SPARSE DEEP LEARNING WITH THEORETICAL GUARANTEE
|
2021 |
Bai, Jincheng |
LEARNING TO EXTRAPOLATE KNOWLEDGE: TRANSDUCTIVE FEW-SHOT OUT-OF- GRAPH LINK PREDICTION
|
2021 |
Baek, Jinheon |
FIXMATCH: SIMPLIFYING SEMI-SUPERVISED LEARNING WITH CONSISTENCY AND CONFIDENCE
|
2021 |
Sohn, Kihyuk |